From 44feb201d579e087cf6436d5e4609ac4619cc49c Mon Sep 17 00:00:00 2001 From: Yazhou Cao Date: Tue, 9 Apr 2024 09:42:42 -0700 Subject: [PATCH 01/31] Add DINOv as a new tool --- vision_agent/tools/tools.py | 90 +++++++++++++++++++++++++++++++++++++ 1 file changed, 90 insertions(+) diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 74d56c0a..6e1f1bcd 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -316,6 +316,96 @@ def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: return ret_pred +class DINOv(Tool): + r"""DINOv is a tool that can detect and segment similar objects with the given input masks. + + Example + ------- + >>> import vision_agent as va + >>> t = va.tools.DINOv() + >>> t(["red line", "yellow dot"], ct_scan1.jpg"]) + [{'scores': [0.512, 0.212], + 'masks': [array([[0, 0, 0, ..., 0, 0, 0], + ..., + [0, 0, 0, ..., 0, 0, 0]], dtype=uint8)}, + array([[0, 0, 0, ..., 0, 0, 0], + ..., + [1, 1, 1, ..., 1, 1, 1]], dtype=uint8)]}] + """ + + _ENDPOINT = "https://rkgkjvqgh7vbzjdb23tr7eay4a0vczdo.lambda-url.us-east-2.on.aws" + + name = "dinov_" + description = "'dinov_' is a tool that can detect and segment similar objects with the given input segmentation masks." + usage = { + "required_parameters": [ + {"name": "prompt", "type": "List[Dict[str, str]]"}, + {"name": "image", "type": "str"}, + ], + "examples": [ + { + "scenario": "Can you find all the balloons in this image that is similar to the provided masked area?", + "parameters": { + "prompt": [ + {"mask": "balloon_mask1.jpg", "image": "balloon.jpg"}, + {"mask": "balloon_mask2.jpg", "image": "balloon.jpg"} + ], + "image": "input.jpg" + }, + }, + { + "scenario": "Count all the objects in this image that is similar to the provided masked area? image: input.jpg, mask: mask.jpg, mask_image: background.jpg", + "parameters": { + "prompt": [ + {"mask": "obj_mask1.jpg", "image": "background.jpg"}, + ], + "image": "input.jpg" + }, + }, + ], + } + + def __call__(self, prompt: List[Dict[str, str]], image: Union[str, ImageType]) -> Dict: + """Invoke the DINOv model. + + Parameters: + prompt: a list of visual prompts in the form of {'mask': 'MASK_FILE_PATH', 'image': 'IMAGE_FILE_PATH'}. + image: the input image to segment. + + Returns: + A dictionary of the below keys: 'scores', 'masks' and 'mask_shape', which stores a list of detected segmentation masks and its scores. + """ + image_b64 = convert_to_b64(image) + for p in prompt: + p["mask"] = convert_to_b64(p["mask"]) + p["image"] = convert_to_b64(p["image"]) + data = { + "prompt": prompt, + "image": image_b64, + } + res = requests.post( + self._ENDPOINT, + headers={"Content-Type": "application/json"}, + json=data, + ) + resp_json: Dict[str, Any] = res.json() + if ( + "statusCode" in resp_json and resp_json["statusCode"] != 200 + ) or "statusCode" not in resp_json: + _LOGGER.error(f"Request failed: {resp_json}") + raise ValueError(f"Request failed: {resp_json}") + rets = resp_json["data"] + shape = rets.pop("mask_shape") + mask_files = [] + for encoded_mask in rets["masks"]: + mask = rle_decode(mask_rle=encoded_mask, shape=shape) + with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: + Image.fromarray(mask * 255).save(tmp) + mask_files.append(tmp.name) + rets["masks"] = mask_files + return rets + + class AgentGroundingSAM(GroundingSAM): r"""AgentGroundingSAM is the same as GroundingSAM but it saves the masks as files returns the file name. This makes it easier for agents to use. From b18eabe46a43e8cffb6df285a183028a41e5dfa5 Mon Sep 17 00:00:00 2001 From: Yazhou Cao Date: Tue, 9 Apr 2024 09:51:23 -0700 Subject: [PATCH 02/31] Fix lint errors --- vision_agent/tools/tools.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 6e1f1bcd..6d2111f0 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -348,9 +348,9 @@ class DINOv(Tool): "parameters": { "prompt": [ {"mask": "balloon_mask1.jpg", "image": "balloon.jpg"}, - {"mask": "balloon_mask2.jpg", "image": "balloon.jpg"} + {"mask": "balloon_mask2.jpg", "image": "balloon.jpg"}, ], - "image": "input.jpg" + "image": "input.jpg", }, }, { @@ -359,13 +359,15 @@ class DINOv(Tool): "prompt": [ {"mask": "obj_mask1.jpg", "image": "background.jpg"}, ], - "image": "input.jpg" + "image": "input.jpg", }, }, ], } - def __call__(self, prompt: List[Dict[str, str]], image: Union[str, ImageType]) -> Dict: + def __call__( + self, prompt: List[Dict[str, str]], image: Union[str, ImageType] + ) -> Dict: """Invoke the DINOv model. Parameters: @@ -394,7 +396,7 @@ def __call__(self, prompt: List[Dict[str, str]], image: Union[str, ImageType]) - ) or "statusCode" not in resp_json: _LOGGER.error(f"Request failed: {resp_json}") raise ValueError(f"Request failed: {resp_json}") - rets = resp_json["data"] + rets: Dict[str, Any] = resp_json["data"] shape = rets.pop("mask_shape") mask_files = [] for encoded_mask in rets["masks"]: From 05b1ad50131eed11c96f2ccec1f16063a5fcbde8 Mon Sep 17 00:00:00 2001 From: Yazhou Cao Date: Tue, 9 Apr 2024 09:53:34 -0700 Subject: [PATCH 03/31] Update docs --- vision_agent/tools/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 6d2111f0..6e646fed 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -323,7 +323,7 @@ class DINOv(Tool): ------- >>> import vision_agent as va >>> t = va.tools.DINOv() - >>> t(["red line", "yellow dot"], ct_scan1.jpg"]) + >>> t(prompt=[{"mask":"balloon_mask.jpg", "image": "balloon.jpg"}], image="balloon.jpg"]) [{'scores': [0.512, 0.212], 'masks': [array([[0, 0, 0, ..., 0, 0, 0], ..., From cc2035c746c7c2cba808683683fd44b8f3ba42a0 Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Tue, 9 Apr 2024 15:07:45 -0700 Subject: [PATCH 04/31] Fix param name mismatch (#45) Co-authored-by: Yazhou Cao --- .gitignore | 4 +++- vision_agent/tools/tools.py | 2 +- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 4a5a9be5..910be57f 100644 --- a/.gitignore +++ b/.gitignore @@ -92,4 +92,6 @@ docs-build site # Local or WIP files -local/ \ No newline at end of file +local/ + +vision-agent-benchmark/ \ No newline at end of file diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 6e646fed..f2c4e186 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -495,7 +495,7 @@ class BboxArea(Tool): name = "bbox_area_" description = "'bbox_area_' returns the area of the bounding box in pixels normalized to 2 decimal places." usage = { - "required_parameters": [{"name": "bbox", "type": "List[int]"}], + "required_parameters": [{"name": "bboxes", "type": "List[int]"}], "examples": [ { "scenario": "If you want to calculate the area of the bounding box [0.2, 0.21, 0.34, 0.42]", From 5ace29164257a594a8a8f5062561701d578dafce Mon Sep 17 00:00:00 2001 From: Cameron Maloney Date: Wed, 10 Apr 2024 14:00:09 -0700 Subject: [PATCH 05/31] Grammar/Spelling fixes (#46) * Update prompts.py * Update vision_agent_prompts.py * Update reflexion_prompts.py * Update vision_agent_prompts.py * Update easytool_prompts.py * Update prompts.py * Update vision_agent_prompts.py --- vision_agent/agent/easytool_prompts.py | 28 +++++++-------- vision_agent/agent/reflexion_prompts.py | 2 +- vision_agent/agent/vision_agent_prompts.py | 40 +++++++++++----------- vision_agent/tools/prompts.py | 6 ++-- 4 files changed, 38 insertions(+), 38 deletions(-) diff --git a/vision_agent/agent/easytool_prompts.py b/vision_agent/agent/easytool_prompts.py index 445e42b3..6e20dc17 100644 --- a/vision_agent/agent/easytool_prompts.py +++ b/vision_agent/agent/easytool_prompts.py @@ -1,11 +1,11 @@ -TASK_DECOMPOSE = """You need to decompose a complex user's question into some simple subtasks and let the model execute it step by step. +TASK_DECOMPOSE = """You need to decompose a user's complex question into some simple subtasks and let the model execute it step by step. This is the user's question: {question} -This is tool list: +This is the tool list: {tools} Please note that: 1. You should only decompose this complex user's question into some simple subtasks which can be executed easily by using one single tool in the tool list. -2. If one subtask need the results from other subtask, you can should write clearly. For example: +2. If one subtask needs the results from another subtask, you should write clearly. For example: {{"Tasks": ["Convert 23 km/h to X km/min by 'divide_'", "Multiply X km/min by 45 min to get Y by 'multiply_'"]}} 3. You must ONLY output in a parsible JSON format. An example output looks like: @@ -13,7 +13,7 @@ Output: """ -TASK_TOPOLOGY = """Given a complex user's question, I have decompose this question into some simple subtasks. I think there exists a logical connections and order amontg the tasks. Thus you need to help me output this logical connections and order. +TASK_TOPOLOGY = """Given a user's complex question, I have decomposed this question into some simple subtasks. I think there exist logical connections and order among the tasks. Thus, you need to help me output these logical connections and order. You must ONLY output in a parsible JSON format with the following format: {{"Tasks": [{{"task": task, "id", task_id, "dep": [dependency_task_id1, dependency_task_id2, ...]}}]}} @@ -21,7 +21,7 @@ The "dep" field denotes the id of the previous task which generates a new resource upon which the current task depends. If there are no dependencies, set "dep" to -1. -This is user's question: {question} +This is the user's question: {question} These are subtasks of this question: @@ -34,7 +34,7 @@ {tools} Please note that: -1. You should only chooce one tool the Tool List to solve this question. +1. You should only choose one tool from the Tool List to solve this question. 2. You must ONLY output the ID of the tool you chose in a parsible JSON format. Two example outputs look like: Example 1: {{"ID": 1}} @@ -42,22 +42,22 @@ Output: """ -CHOOSE_PARAMETER = """Given a user's question and a API tool documentation, you need to output parameters according to the API tool documentation to successfully call the API to solve the user's question. +CHOOSE_PARAMETER = """Given a user's question and an API tool documentation, you need to output parameters according to the API tool documentation to successfully call the API to solve the user's question. Please note that: 1. The Example in the API tool documentation can help you better understand the use of the API. -2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If no paremters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}} +2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If there are no paremters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}} 3. If the user's question mentions other APIs, you should ONLY consider the API tool documentation I give and do not consider other APIs. 4. The question may have dependencies on answers of other questions, so we will provide logs of previous questions and answers for your reference. -5. If you need to use this API multiple times,, please set "Parameters" to a list. -6. You must ONLY output in a parsible JSON format. Two examples output looks like: +5. If you need to use this API multiple times, please set "Parameters" to a list. +6. You must ONLY output in a parsible JSON format. Two example outputs looks like: Example 1: {{"Parameters":{{"input": [1,2,3]}}}} Example 2: {{"Parameters":[{{"input": [1,2,3]}}, {{"input": [2,3,4]}}]}} -There are logs of previous questions and answers: +These are logs of previous questions and answers: {previous_log} This is the current user's question: {question} -This is API tool documentation: {tool_usage} +This is the API tool documentation: {tool_usage} Output: """ @@ -67,7 +67,7 @@ 2. We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. 3. If the API tool does not provide useful information in the response, please answer with your knowledge. 4. The question may have dependencies on answers of other questions, so we will provide logs of previous questions and answers. -There are logs of previous questions and answers: +These are logs of previous questions and answers: {previous_log} This is the user's question: {question} This is the response output by the API tool: @@ -75,7 +75,7 @@ We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. Output: """ -ANSWER_SUMMARIZE = """We break down a complex user's problems into simple subtasks and provide answers to each simple subtask. You need to organize these answers to each subtask and form a self-consistent final answer to the user's question +ANSWER_SUMMARIZE = """We break down a complex user's problems into simple subtasks and provide answers to each simple subtask. You need to organize these answers to each subtask and form a self-consistent final answer to the user's question. This is the user's question: {question} These are subtasks and their answers: {answers} Final answer: """ diff --git a/vision_agent/agent/reflexion_prompts.py b/vision_agent/agent/reflexion_prompts.py index eb4c3d4d..b91af78e 100644 --- a/vision_agent/agent/reflexion_prompts.py +++ b/vision_agent/agent/reflexion_prompts.py @@ -9,7 +9,7 @@ Question: {question}{scratchpad}""" -COT_REFLECT_INSTRUCTION = """You are an advanced reasoning agent that can improve based on self refection. You will be given a previous reasoning trial in which you were given access to relevant context and a question to answer. You were unsuccessful in answering the question either because you guessed the wrong answer with Finish[] or there is a phrasing discrepancy with your provided answer and the answer key. In a few sentences, Diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, high level plan that aims to mitigate the same failure. Use complete sentences. +COT_REFLECT_INSTRUCTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given access to relevant context and a question to answer. You were unsuccessful in answering the question either because you guessed the wrong answer with Finish[] or there is a phrasing discrepancy with your provided answer and the answer key. In a few sentences, diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, high level plan that aims to mitigate the same failure. Use complete sentences. Here are some examples: {examples} (END OF EXAMPLES) diff --git a/vision_agent/agent/vision_agent_prompts.py b/vision_agent/agent/vision_agent_prompts.py index d5d2b1ef..f451a66e 100644 --- a/vision_agent/agent/vision_agent_prompts.py +++ b/vision_agent/agent/vision_agent_prompts.py @@ -1,4 +1,4 @@ -VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You must determine if the agent's answer was correct or incorrect. If the agent's answer was correct, respond with Finish. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, high level plan that aims to mitigate the same failure with the tools available. Use complete sentences. +VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You must determine if the agent's answer was correct or incorrect. If the agent's answer was correct, respond with Finish. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, high level plan that aims to mitigate the same failure with the tools available. Use complete sentences. User's question: {question} @@ -13,14 +13,14 @@ Reflection: """ -TASK_DECOMPOSE = """You need to decompose a complex user's question into some simple subtasks and let the model execute it step by step. +TASK_DECOMPOSE = """You need to decompose a user's complex question into some simple subtasks and let the model execute it step by step. This is the user's question: {question} -This is tool list: +This is the tool list: {tools} Please note that: -1. You should only decompose this complex user's question into some simple subtasks which can be executed easily by using one single tool in the tool list. -2. If one subtask need the results from other subtask, you can should write clearly. For example: +1. You should only decompose this user's complex question into some simple subtasks which can be executed easily by using one single tool in the tool list. +2. If one subtask needs the results from another subtask, you should write clearly. For example: {{"Tasks": ["Convert 23 km/h to X km/min by 'divide_'", "Multiply X km/min by 45 min to get Y by 'multiply_'"]}} 3. You must ONLY output in a parsible JSON format. An example output looks like: @@ -28,18 +28,18 @@ Output: """ -TASK_DECOMPOSE_DEPENDS = """You need to decompose a complex user's question into some simple subtasks and let the model execute it step by step. +TASK_DECOMPOSE_DEPENDS = """You need to decompose a user's complex question into some simple subtasks and let the model execute it step by step. This is the user's question: {question} -This is tool list: +This is the tool list: {tools} This is a reflection from a previous failed attempt: {reflections} Please note that: -1. You should only decompose this complex user's question into some simple subtasks which can be executed easily by using one single tool in the tool list. -2. If one subtask need the results from other subtask, you can should write clearly. For example: +1. You should only decompose this user's complex question into some simple subtasks which can be executed easily by using one single tool in the tool list. +2. If one subtask needs the results from another subtask, you should write clearly. For example: {{"Tasks": ["Convert 23 km/h to X km/min by 'divide_'", "Multiply X km/min by 45 min to get Y by 'multiply_'"]}} 3. You must ONLY output in a parsible JSON format. An example output looks like: @@ -53,7 +53,7 @@ {tools} Please note that: -1. You should only chooce one tool the Tool List to solve this question. +1. You should only choose one tool from the Tool List to solve this question. 2. You must ONLY output the ID of the tool you chose in a parsible JSON format. Two example outputs look like: Example 1: {{"ID": 1}} @@ -70,7 +70,7 @@ {reflections} Please note that: -1. You should only chooce one tool the Tool List to solve this question. +1. You should only choose one tool from the Tool List to solve this question. 2. You must ONLY output the ID of the tool you chose in a parsible JSON format. Two example outputs look like: Example 1: {{"ID": 1}} @@ -78,14 +78,14 @@ Output: """ -CHOOSE_PARAMETER_DEPENDS = """Given a user's question and a API tool documentation, you need to output parameters according to the API tool documentation to successfully call the API to solve the user's question. +CHOOSE_PARAMETER_DEPENDS = """Given a user's question and an API tool documentation, you need to output parameters according to the API tool documentation to successfully call the API to solve the user's question. Please note that: 1. The Example in the API tool documentation can help you better understand the use of the API. -2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If no paremters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}} +2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If there are no paremters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}} 3. If the user's question mentions other APIs, you should ONLY consider the API tool documentation I give and do not consider other APIs. 4. The question may have dependencies on answers of other questions, so we will provide logs of previous questions and answers for your reference. -5. If you need to use this API multiple times,, please set "Parameters" to a list. -6. You must ONLY output in a parsible JSON format. Two examples output looks like: +5. If you need to use this API multiple times, please set "Parameters" to a list. +6. You must ONLY output in a parsible JSON format. Two example outputs look like: Example 1: {{"Parameters":{{"input": [1,2,3]}}}} Example 2: {{"Parameters":[{{"input": [1,2,3]}}, {{"input": [2,3,4]}}]}} @@ -93,16 +93,16 @@ This is a reflection from a previous failed attempt: {reflections} -There are logs of previous questions and answers: +These are logs of previous questions and answers: {previous_log} This is the current user's question: {question} -This is API tool documentation: {tool_usage} +This is the API tool documentation: {tool_usage} Output: """ ANSWER_GENERATE_DEPENDS = """You should answer the question based on the response output by the API tool. Please note that: -1. Try to organize the response into a natural language answer. +1. You should try to organize the response into a natural language answer. 2. We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. 3. If the API tool does not provide useful information in the response, please answer with your knowledge. 4. The question may have dependencies on answers of other questions, so we will provide logs of previous questions and answers. @@ -110,7 +110,7 @@ This is a reflection from a previous failed attempt: {reflections} -There are logs of previous questions and answers: +These are logs of previous questions and answers: {previous_log} This is the user's question: {question} @@ -121,7 +121,7 @@ We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. Output: """ -ANSWER_SUMMARIZE_DEPENDS = """We break down a complex user's problems into simple subtasks and provide answers to each simple subtask. You need to organize these answers to each subtask and form a self-consistent final answer to the user's question +ANSWER_SUMMARIZE_DEPENDS = """We break down a user's complex problems into simple subtasks and provide answers to each simple subtask. You need to organize these answers to each subtask and form a self-consistent final answer to the user's question This is the user's question: {question} These are subtasks and their answers: diff --git a/vision_agent/tools/prompts.py b/vision_agent/tools/prompts.py index 0488c3f2..b678ad45 100644 --- a/vision_agent/tools/prompts.py +++ b/vision_agent/tools/prompts.py @@ -6,14 +6,14 @@ "This is the API tool documentation: {api_doc}\n" "Please note that: \n" "1. The Example in the API tool documentation can help you better understand the use of the API.\n" - '2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If no paremters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}}\n' + '2. Ensure the parameters you output are correct. The output must contain the required parameters, and can contain the optional parameters based on the question. If there are no parameters in the required parameters and optional parameters, just leave it as {{"Parameters":{{}}}}\n' "3. If the user's question mentions other APIs, you should ONLY consider the API tool documentation I give and do not consider other APIs.\n" '4. If you need to use this API multiple times, please set "Parameters" to a list.\n' - "5. You must ONLY output in a parsible JSON format. Two examples output looks like:\n" + "5. You must ONLY output in a parsible JSON format. Two example outputs look like:\n" "'''\n" 'Example 1: {{"Parameters":{{"keyword": "Artificial Intelligence", "language": "English"}}}}\n' 'Example 2: {{"Parameters":[{{"keyword": "Artificial Intelligence", "language": "English"}}, {{"keyword": "Machine Learning", "language": "English"}}]}}\n' "'''\n" - "This is user's question: {question}\n" + "This is the user's question: {question}\n" "Output:\n" ) From 0cd57ef981fe71416b91d3160b5c29729df6b476 Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Wed, 10 Apr 2024 14:31:59 -0700 Subject: [PATCH 06/31] Switch to the tools endpoint (#40) * get endpoint ready for demo fixed tools.json Update vision_agent/tools/tools.py Bug fixes * Fix linter errors * Fix a bug in result parsing * Include scores in the G-SAM model response * Removed tools.json , need to find better format * Fixing the endpoint for CLIP and adding thresholds for grounding tools * fix mypy errors * fixed example notebook --------- Co-authored-by: Yazhou Cao Co-authored-by: shankar_ws3 --- examples/va_example.ipynb | 236 ++++++++++++++++++++++++++++- vision_agent/agent/vision_agent.py | 1 - vision_agent/tools/tools.py | 140 +++++++++++------ 3 files changed, 326 insertions(+), 51 deletions(-) diff --git a/examples/va_example.ipynb b/examples/va_example.ipynb index d43173f3..1f52caef 100644 --- a/examples/va_example.ipynb +++ b/examples/va_example.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -10,7 +10,9 @@ "import pandas as pd\n", "import textwrap\n", "import json\n", - "from IPython.display import Image" + "import os\n", + "from IPython.display import Image\n", + "from PIL import Image" ] }, { @@ -358,6 +360,236 @@ "ds_ct = ds_ct.build_index(\"analysis\")\n", "ds_ct.search(\"Presence of a Tumor\", top_k=1)" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tool usage" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "t = va.tools.GroundingDINO()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "14" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ans = t(prompt=\"shoes\", image=\"shoes.jpg\", box_threshold=0.30, iou_threshold=0.2)\n", + "len(ans[\"labels\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['labels', 'scores', 'bboxes', 'size'])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ans.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0.41,\n", + " 0.36,\n", + " 0.36,\n", + " 0.36,\n", + " 0.35,\n", + " 0.34,\n", + " 0.34,\n", + " 0.32,\n", + " 0.32,\n", + " 0.32,\n", + " 0.32,\n", + " 0.31,\n", + " 0.31,\n", + " 0.3]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ans[\"scores\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "t1 = va.tools.GroundingSAM()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "ans = t1(prompt=\"bird\", image=\"birds.jpg\", box_threshold=0.40, iou_threshold=0.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0.05, 0.03, 0.22, 0.33],\n", + " [0.71, 0.38, 0.94, 0.95],\n", + " [0.45, 0.26, 0.6, 0.56],\n", + " [0.2, 0.21, 0.37, 0.63]]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ans[\"bboxes\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['labels', 'bboxes', 'masks', 'scores'])" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ans.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "img = Image.fromarray(ans[\"masks\"][2] * 255)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(img)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'labels': [], 'bboxes': [], 'masks': [], 'scores': []}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t1(prompt=\"bird\", image=\"shoes.jpg\",)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "t2 = va.tools.CLIP()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'labels': ['crow', ' cheetah'], 'scores': [0.9999, 0.0001]}" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t2(prompt=\"crow, cheetah\", image=\"birds.jpg\",)" + ] } ], "metadata": { diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 1aed604f..a072903c 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -368,7 +368,6 @@ def visualize_result(all_tool_results: List[Dict]) -> List[str]: continue for param, call_result in zip(parameters, tool_result["call_results"]): - # calls can fail, so we need to check if the call was successful if not isinstance(call_result, dict): continue diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index f2c4e186..ec6bfb3c 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -78,32 +78,32 @@ class CLIP(Tool): ------- >>> import vision_agent as va >>> clip = va.tools.CLIP() - >>> clip(["red line", "yellow dot"], "ct_scan1.jpg")) + >>> clip("red line, yellow dot", "ct_scan1.jpg")) [{"labels": ["red line", "yellow dot"], "scores": [0.98, 0.02]}] """ - _ENDPOINT = "https://rb4ii6dfacmwqfxivi4aedyyfm0endsv.lambda-url.us-east-2.on.aws" + _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "clip_" description = "'clip_' is a tool that can classify or tag any image given a set of input classes or tags." usage = { "required_parameters": [ - {"name": "prompt", "type": "List[str]"}, + {"name": "prompt", "type": "str"}, {"name": "image", "type": "str"}, ], "examples": [ { "scenario": "Can you classify this image as a cat? Image name: cat.jpg", - "parameters": {"prompt": ["cat"], "image": "cat.jpg"}, + "parameters": {"prompt": "cat", "image": "cat.jpg"}, }, { "scenario": "Can you tag this photograph with cat or dog? Image name: cat_dog.jpg", - "parameters": {"prompt": ["cat", "dog"], "image": "cat_dog.jpg"}, + "parameters": {"prompt": "cat, dog", "image": "cat_dog.jpg"}, }, { "scenario": "Can you build me a classifier that classifies red shirts, green shirts and other? Image name: shirts.jpg", "parameters": { - "prompt": ["red shirt", "green shirt", "other"], + "prompt": "red shirt, green shirt, other", "image": "shirts.jpg", }, }, @@ -111,11 +111,11 @@ class CLIP(Tool): } # TODO: Add support for input multiple images, which aligns with the output type. - def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: + def __call__(self, prompt: str, image: Union[str, ImageType]) -> Dict: """Invoke the CLIP model. Parameters: - prompt: a list of classes or tags to classify the image. + prompt: a string includes a list of classes or tags to classify the image. image: the input image to classify. Returns: @@ -123,8 +123,9 @@ def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: """ image_b64 = convert_to_b64(image) data = { - "classes": prompt, - "images": [image_b64], + "prompt": prompt, + "image": image_b64, + "tool": "closed_set_image_classification", } res = requests.post( self._ENDPOINT, @@ -138,10 +139,11 @@ def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: _LOGGER.error(f"Request failed: {resp_json}") raise ValueError(f"Request failed: {resp_json}") - rets = [] - for elt in resp_json["data"]: - rets.append({"labels": prompt, "scores": [round(prob, 2) for prob in elt]}) - return cast(Dict, rets[0]) + resp_json["data"]["scores"] = [ + round(prob, 4) for prob in resp_json["data"]["scores"] + ] + + return resp_json["data"] # type: ignore class GroundingDINO(Tool): @@ -158,7 +160,7 @@ class GroundingDINO(Tool): 'scores': [0.98, 0.02]}] """ - _ENDPOINT = "https://chnicr4kes5ku77niv2zoytggq0qyqlp.lambda-url.us-east-2.on.aws" + _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "grounding_dino_" description = "'grounding_dino_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions." @@ -167,6 +169,10 @@ class GroundingDINO(Tool): {"name": "prompt", "type": "str"}, {"name": "image", "type": "str"}, ], + "optional_parameters": [ + {"name": "box_threshold", "type": "float"}, + {"name": "iou_threshold", "type": "float"}, + ], "examples": [ { "scenario": "Can you build me a car detector?", @@ -181,32 +187,44 @@ class GroundingDINO(Tool): "parameters": { "prompt": "red shirt. green shirt", "image": "shirts.jpg", + "box_threshold": 0.20, + "iou_threshold": 0.75, }, }, ], } # TODO: Add support for input multiple images, which aligns with the output type. - def __call__(self, prompt: str, image: Union[str, Path, ImageType]) -> Dict: + def __call__( + self, + prompt: str, + image: Union[str, Path, ImageType], + box_threshold: float = 0.20, + iou_threshold: float = 0.75, + ) -> Dict: """Invoke the Grounding DINO model. Parameters: prompt: one or multiple class names to detect. The classes should be separated by a period if there are multiple classes. E.g. "big dog . small cat" image: the input image to run against. + box_threshold: the threshold to filter out the bounding boxes with low scores. + iou_threshold: the threshold for intersection over union used in nms algorithm. It will suppress the boxes which have iou greater than this threshold. Returns: A list of dictionaries containing the labels, scores, and bboxes. Each dictionary contains the detection result for an image. """ image_size = get_image_size(image) image_b64 = convert_to_b64(image) - data = { + request_data = { "prompt": prompt, - "images": [image_b64], + "image": image_b64, + "tool": "visual_grounding", + "kwargs": {"box_threshold": box_threshold, "iou_threshold": iou_threshold}, } res = requests.post( self._ENDPOINT, headers={"Content-Type": "application/json"}, - json=data, + json=request_data, ) resp_json: Dict[str, Any] = res.json() if ( @@ -214,16 +232,15 @@ def __call__(self, prompt: str, image: Union[str, Path, ImageType]) -> Dict: ) or "statusCode" not in resp_json: _LOGGER.error(f"Request failed: {resp_json}") raise ValueError(f"Request failed: {resp_json}") - resp_data = resp_json["data"] - for elt in resp_data: - if "bboxes" in elt: - elt["bboxes"] = [ - normalize_bbox(box, image_size) for box in elt["bboxes"] - ] - if "scores" in elt: - elt["scores"] = [round(score, 2) for score in elt["scores"]] - elt["size"] = (image_size[1], image_size[0]) - return cast(Dict, resp_data) + data: Dict[str, Any] = resp_json["data"] + if "bboxes" in data: + data["bboxes"] = [normalize_bbox(box, image_size) for box in data["bboxes"]] + if "scores" in data: + data["scores"] = [round(score, 2) for score in data["scores"]] + if "labels" in data: + data["labels"] = [label for label in data["labels"]] + data["size"] = (image_size[1], image_size[0]) + return data class GroundingSAM(Tool): @@ -234,7 +251,7 @@ class GroundingSAM(Tool): ------- >>> import vision_agent as va >>> t = va.tools.GroundingSAM() - >>> t(["red line", "yellow dot"], ct_scan1.jpg"]) + >>> t("red line, yellow dot", "ct_scan1.jpg"]) [{'labels': ['yellow dot', 'red line'], 'bboxes': [[0.38, 0.15, 0.59, 0.7], [0.48, 0.25, 0.69, 0.71]], 'masks': [array([[0, 0, 0, ..., 0, 0, 0], @@ -249,55 +266,71 @@ class GroundingSAM(Tool): [1, 1, 1, ..., 1, 1, 1]], dtype=uint8)]}] """ - _ENDPOINT = "https://cou5lfmus33jbddl6hoqdfbw7e0qidrw.lambda-url.us-east-2.on.aws" + _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "grounding_sam_" description = "'grounding_sam_' is a tool that can detect and segment arbitrary objects with inputs such as category names or referring expressions." usage = { "required_parameters": [ - {"name": "prompt", "type": "List[str]"}, + {"name": "prompt", "type": "str"}, {"name": "image", "type": "str"}, ], + "optional_parameters": [ + {"name": "box_threshold", "type": "float"}, + {"name": "iou_threshold", "type": "float"}, + ], "examples": [ { "scenario": "Can you build me a car segmentor?", - "parameters": {"prompt": ["car"], "image": ""}, + "parameters": {"prompt": "car", "image": ""}, }, { "scenario": "Can you segment the person on the left? Image name: person.jpg", - "parameters": {"prompt": ["person on the left"], "image": "person.jpg"}, + "parameters": {"prompt": "person on the left", "image": "person.jpg"}, }, { "scenario": "Can you build me a tool that segments red shirts and green shirts? Image name: shirts.jpg", "parameters": { - "prompt": ["red shirt", "green shirt"], + "prompt": "red shirt, green shirt", "image": "shirts.jpg", + "box_threshold": 0.20, + "iou_threshold": 0.75, }, }, ], } # TODO: Add support for input multiple images, which aligns with the output type. - def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: + def __call__( + self, + prompt: str, + image: Union[str, ImageType], + box_threshold: float = 0.2, + iou_threshold: float = 0.75, + ) -> Dict: """Invoke the Grounding SAM model. Parameters: prompt: a list of classes to segment. image: the input image to segment. + box_threshold: the threshold to filter out the bounding boxes with low scores. + iou_threshold: the threshold for intersection over union used in nms algorithm. It will suppress the boxes which have iou greater than this threshold. Returns: A list of dictionaries containing the labels, scores, bboxes and masks. Each dictionary contains the segmentation result for an image. """ image_size = get_image_size(image) image_b64 = convert_to_b64(image) - data = { - "classes": prompt, + request_data = { + "prompt": prompt, "image": image_b64, + "tool": "visual_grounding_segment", + "kwargs": {"box_threshold": box_threshold, "iou_threshold": iou_threshold}, } res = requests.post( self._ENDPOINT, headers={"Content-Type": "application/json"}, - json=data, + json=request_data, ) resp_json: Dict[str, Any] = res.json() if ( @@ -305,14 +338,19 @@ def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: ) or "statusCode" not in resp_json: _LOGGER.error(f"Request failed: {resp_json}") raise ValueError(f"Request failed: {resp_json}") - resp_data = resp_json["data"] + data: Dict[str, Any] = resp_json["data"] ret_pred: Dict[str, List] = {"labels": [], "bboxes": [], "masks": []} - for pred in resp_data["preds"]: - encoded_mask = pred["encoded_mask"] - mask = rle_decode(mask_rle=encoded_mask, shape=pred["mask_shape"]) - ret_pred["labels"].append(pred["label_name"]) - ret_pred["bboxes"].append(normalize_bbox(pred["bbox"], image_size)) - ret_pred["masks"].append(mask) + if "bboxes" in data: + ret_pred["bboxes"] = [ + normalize_bbox(box, image_size) for box in data["bboxes"] + ] + if "masks" in data: + ret_pred["masks"] = [ + rle_decode(mask_rle=mask, shape=data["mask_shape"]) + for mask in data["masks"] + ] + ret_pred["labels"] = data["labels"] + ret_pred["scores"] = data["scores"] return ret_pred @@ -413,8 +451,14 @@ class AgentGroundingSAM(GroundingSAM): returns the file name. This makes it easier for agents to use. """ - def __call__(self, prompt: List[str], image: Union[str, ImageType]) -> Dict: - rets = super().__call__(prompt, image) + def __call__( + self, + prompt: str, + image: Union[str, ImageType], + box_threshold: float = 0.2, + iou_threshold: float = 0.75, + ) -> Dict: + rets = super().__call__(prompt, image, box_threshold, iou_threshold) mask_files = [] for mask in rets["masks"]: with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: From 073d40b3ed2a2ab1679b508141d93dc113701d24 Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Thu, 11 Apr 2024 09:54:43 -0700 Subject: [PATCH 07/31] Support streaming chat logs of an agent (#47) Add a callback for reporting the chat progress of an agent --- vision_agent/agent/agent.py | 7 ++ vision_agent/agent/vision_agent.py | 194 +++++++++++++++++------------ vision_agent/image_utils.py | 2 +- 3 files changed, 121 insertions(+), 82 deletions(-) diff --git a/vision_agent/agent/agent.py b/vision_agent/agent/agent.py index 5054f170..93b3223d 100644 --- a/vision_agent/agent/agent.py +++ b/vision_agent/agent/agent.py @@ -11,3 +11,10 @@ def __call__( image: Optional[Union[str, Path]] = None, ) -> str: pass + + @abstractmethod + def log_progress(self, description: str) -> None: + """Log the progress of the agent. + This is a hook that is intended for reporting the progress of the agent. + """ + pass diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index a072903c..bad0933a 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -244,79 +244,6 @@ def function_call(tool: Callable, parameters: Dict[str, Any]) -> Any: return str(e) -def retrieval( - model: Union[LLM, LMM, Agent], - question: str, - tools: Dict[int, Any], - previous_log: str, - reflections: str, -) -> Tuple[Dict, str]: - tool_id = choose_tool( - model, question, {k: v["description"] for k, v in tools.items()}, reflections - ) - if tool_id is None: - return {}, "" - - tool_instructions = tools[tool_id] - tool_usage = tool_instructions["usage"] - tool_name = tool_instructions["name"] - - parameters = choose_parameter( - model, question, tool_usage, previous_log, reflections - ) - if parameters is None: - return {}, "" - tool_results = {"task": question, "tool_name": tool_name, "parameters": parameters} - - _LOGGER.info( - f"""Going to run the following tool(s) in sequence: -{tabulate([tool_results], headers="keys", tablefmt="mixed_grid")}""" - ) - - def parse_tool_results(result: Dict[str, Union[Dict, List]]) -> Any: - call_results: List[Any] = [] - if isinstance(result["parameters"], Dict): - call_results.append( - function_call(tools[tool_id]["class"], result["parameters"]) - ) - elif isinstance(result["parameters"], List): - for parameters in result["parameters"]: - call_results.append(function_call(tools[tool_id]["class"], parameters)) - return call_results - - call_results = parse_tool_results(tool_results) - tool_results["call_results"] = call_results - - call_results_str = str(call_results) - # _LOGGER.info(f"\tCall Results: {call_results_str}") - return tool_results, call_results_str - - -def create_tasks( - task_model: Union[LLM, LMM], question: str, tools: Dict[int, Any], reflections: str -) -> List[Dict]: - tasks = task_decompose( - task_model, - question, - {k: v["description"] for k, v in tools.items()}, - reflections, - ) - if tasks is not None: - task_list = [{"task": task, "id": i + 1} for i, task in enumerate(tasks)] - task_list = task_topology(task_model, question, task_list) - try: - task_list = topological_sort(task_list) - except Exception: - _LOGGER.error(f"Failed topological_sort on: {task_list}") - else: - task_list = [] - _LOGGER.info( - f"""Planned tasks: -{tabulate(task_list, headers="keys", tablefmt="mixed_grid")}""" - ) - return task_list - - def self_reflect( reflect_model: Union[LLM, LMM], question: str, @@ -350,7 +277,7 @@ def parse_reflect(reflect: str) -> bool: def visualize_result(all_tool_results: List[Dict]) -> List[str]: image_to_data: Dict[str, Dict] = {} for tool_result in all_tool_results: - if not tool_result["tool_name"] in ["grounding_sam_", "grounding_dino_"]: + if tool_result["tool_name"] not in ["grounding_sam_", "grounding_dino_"]: continue parameters = tool_result["parameters"] @@ -420,7 +347,18 @@ def __init__( reflect_model: Optional[Union[LLM, LMM]] = None, max_retries: int = 2, verbose: bool = False, + report_progress_callback: Optional[Callable[[str], None]] = None, ): + """VisionAgent constructor. + + Parameters + task_model: the model to use for task decomposition. + answer_model: the model to use for reasoning and concluding the answer. + reflect_model: the model to use for self reflection. + max_retries: maximum number of retries to attempt to complete the task. + verbose: whether to print more logs. + report_progress_callback: a callback to report the progress of the agent. This is useful for streaming logs in a web application where multiple VisionAgent instances are running in parallel. This callback ensures that the progress are not mixed up. + """ self.task_model = ( OpenAILLM(json_mode=True, temperature=0.1) if task_model is None @@ -433,8 +371,8 @@ def __init__( OpenAILMM(temperature=0.1) if reflect_model is None else reflect_model ) self.max_retries = max_retries - self.tools = TOOLS + self.report_progress_callback = report_progress_callback if verbose: _LOGGER.setLevel(logging.INFO) @@ -457,6 +395,11 @@ def __call__( input = [{"role": "user", "content": input}] return self.chat(input, image=image) + def log_progress(self, description: str) -> None: + _LOGGER.info(description) + if self.report_progress_callback: + self.report_progress_callback(description) + def chat_with_workflow( self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None ) -> Tuple[str, List[Dict]]: @@ -469,7 +412,9 @@ def chat_with_workflow( all_tool_results: List[Dict] = [] for _ in range(self.max_retries): - task_list = create_tasks(self.task_model, question, self.tools, reflections) + task_list = self.create_tasks( + self.task_model, question, self.tools, reflections + ) task_depend = {"Original Quesiton": question} previous_log = "" @@ -481,7 +426,7 @@ def chat_with_workflow( for task in task_list: task_str = task["task"] previous_log = str(task_depend) - tool_results, call_results = retrieval( + tool_results, call_results = self.retrieval( self.task_model, task_str, self.tools, @@ -495,8 +440,8 @@ def chat_with_workflow( tool_results["answer"] = answer all_tool_results.append(tool_results) - _LOGGER.info(f"\tCall Result: {call_results}") - _LOGGER.info(f"\tAnswer: {answer}") + self.log_progress(f"\tCall Result: {call_results}") + self.log_progress(f"\tAnswer: {answer}") answers.append({"task": task_str, "answer": answer}) task_depend[task["id"]]["answer"] = answer # type: ignore task_depend[task["id"]]["call_result"] = call_results # type: ignore @@ -514,12 +459,15 @@ def chat_with_workflow( final_answer, visualized_images[0] if len(visualized_images) > 0 else image, ) - _LOGGER.info(f"Reflection: {reflection}") + self.log_progress(f"Reflection: {reflection}") if parse_reflect(reflection): break else: reflections += reflection - + # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. + self.log_progress( + f"The Vision Agent has concluded this chat. {final_answer}" + ) return final_answer, all_tool_results def chat( @@ -527,3 +475,87 @@ def chat( ) -> str: answer, _ = self.chat_with_workflow(chat, image=image) return answer + + def retrieval( + self, + model: Union[LLM, LMM, Agent], + question: str, + tools: Dict[int, Any], + previous_log: str, + reflections: str, + ) -> Tuple[Dict, str]: + tool_id = choose_tool( + model, + question, + {k: v["description"] for k, v in tools.items()}, + reflections, + ) + if tool_id is None: + return {}, "" + + tool_instructions = tools[tool_id] + tool_usage = tool_instructions["usage"] + tool_name = tool_instructions["name"] + + parameters = choose_parameter( + model, question, tool_usage, previous_log, reflections + ) + if parameters is None: + return {}, "" + tool_results = { + "task": question, + "tool_name": tool_name, + "parameters": parameters, + } + + self.log_progress( + f"""Going to run the following tool(s) in sequence: +{tabulate([tool_results], headers="keys", tablefmt="mixed_grid")}""" + ) + + def parse_tool_results(result: Dict[str, Union[Dict, List]]) -> Any: + call_results: List[Any] = [] + if isinstance(result["parameters"], Dict): + call_results.append( + function_call(tools[tool_id]["class"], result["parameters"]) + ) + elif isinstance(result["parameters"], List): + for parameters in result["parameters"]: + call_results.append( + function_call(tools[tool_id]["class"], parameters) + ) + return call_results + + call_results = parse_tool_results(tool_results) + tool_results["call_results"] = call_results + + call_results_str = str(call_results) + return tool_results, call_results_str + + def create_tasks( + self, + task_model: Union[LLM, LMM], + question: str, + tools: Dict[int, Any], + reflections: str, + ) -> List[Dict]: + tasks = task_decompose( + task_model, + question, + {k: v["description"] for k, v in tools.items()}, + reflections, + ) + if tasks is not None: + task_list = [{"task": task, "id": i + 1} for i, task in enumerate(tasks)] + task_list = task_topology(task_model, question, task_list) + try: + task_list = topological_sort(task_list) + except Exception: + _LOGGER.error(f"Failed topological_sort on: {task_list}") + else: + task_list = [] + self.log_progress( + f"""Planned tasks: +{tabulate(task_list, headers="keys", tablefmt="mixed_grid")}""" + ) + return task_list diff --git a/vision_agent/image_utils.py b/vision_agent/image_utils.py index 849f912f..65ee5b01 100644 --- a/vision_agent/image_utils.py +++ b/vision_agent/image_utils.py @@ -78,7 +78,7 @@ def convert_to_b64(data: Union[str, Path, np.ndarray, ImageType]) -> str: data = Image.open(data) if isinstance(data, Image.Image): buffer = BytesIO() - data.save(buffer, format="PNG") + data.convert("RGB").save(buffer, format="JPEG") return base64.b64encode(buffer.getvalue()).decode("utf-8") else: arr_bytes = data.tobytes() From dfce50b0d3cbd5521cda3fbac00509d83ea9103e Mon Sep 17 00:00:00 2001 From: Yazhou Cao Date: Thu, 11 Apr 2024 10:03:16 -0700 Subject: [PATCH 08/31] Empty-Commit From 1498307366071dc194b140e618547ba4540e8833 Mon Sep 17 00:00:00 2001 From: Yazhou Cao Date: Thu, 11 Apr 2024 10:10:52 -0700 Subject: [PATCH 09/31] Empty-Commit: attempt to fix release From 109eb8704dd3d66825311d7cb0533fb820d81c6a Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Thu, 11 Apr 2024 17:14:38 +0000 Subject: [PATCH 10/31] [skip ci] chore(release): vision-agent 0.0.49 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e12a89fd..4efd84f8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.48" +version = "0.0.49" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From 32c47385317c019852a6fba023933f870f0f1c1d Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Thu, 11 Apr 2024 10:22:42 -0700 Subject: [PATCH 11/31] Fix typo (#48) Co-authored-by: Yazhou Cao --- vision_agent/agent/vision_agent.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index bad0933a..3316bb82 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -464,7 +464,7 @@ def chat_with_workflow( break else: reflections += reflection - # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. + # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. self.log_progress( f"The Vision Agent has concluded this chat. {final_answer}" ) From a11c12dfda95dd1bc1fbf026cc464101d77c6602 Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Thu, 11 Apr 2024 17:26:25 +0000 Subject: [PATCH 12/31] [skip ci] chore(release): vision-agent 0.0.50 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 4efd84f8..e60f4b6c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.49" +version = "0.0.50" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From 4da5d729e33a54692a7fcb4c5673642d663ece0e Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Thu, 11 Apr 2024 16:23:03 -0700 Subject: [PATCH 13/31] Fix a typo in log (#49) Fix another typo Co-authored-by: Yazhou Cao --- vision_agent/agent/vision_agent.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 3316bb82..95ae444b 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -466,7 +466,7 @@ def chat_with_workflow( reflections += reflection # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. self.log_progress( - f"The Vision Agent has concluded this chat. {final_answer}" + f"The Vision Agent has concluded this chat. {final_answer}" ) return final_answer, all_tool_results From e062992677ffee6931ced7dad310045967eae7ae Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Thu, 11 Apr 2024 23:27:00 +0000 Subject: [PATCH 14/31] [skip ci] chore(release): vision-agent 0.0.51 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e60f4b6c..14c31e39 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.50" +version = "0.0.51" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From b7cdbee2dbc97bbbd722ec48c577286e84009d79 Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Fri, 12 Apr 2024 15:01:01 -0700 Subject: [PATCH 15/31] Fix Baby Cam Use Case (#51) * fix visualization error * added font and score to viz * changed to smaller font file * Support streaming chat logs of an agent (#47) Add a callback for reporting the chat progress of an agent * fix visualize score issue * updated descriptions, fixed counter bug * added visualize_output * make feedback more concrete * made naming more consistent * replaced individual calc ops with calculator tool * fix random colors * fix prompts for tools * update reflection prompt * update readme * formatting fix * fixed mypy errors * fix merge issue --------- Co-authored-by: Asia <2736300+humpydonkey@users.noreply.github.com> --- README.md | 3 +- vision_agent/agent/vision_agent.py | 51 +++++--- vision_agent/agent/vision_agent_prompts.py | 4 +- vision_agent/fonts/__init__.py | 0 vision_agent/fonts/default_font_ch_en.ttf | Bin 0 -> 1594400 bytes vision_agent/image_utils.py | 32 +++-- vision_agent/tools/tools.py | 130 +++++++-------------- 7 files changed, 101 insertions(+), 119 deletions(-) create mode 100644 vision_agent/fonts/__init__.py create mode 100644 vision_agent/fonts/default_font_ch_en.ttf diff --git a/README.md b/README.md index bff0a12a..741b8ff2 100644 --- a/README.md +++ b/README.md @@ -74,7 +74,8 @@ the individual steps and tools to get the answer: } ]], "answer": "The jar is located at [0.58, 0.2, 0.72, 0.45].", -}] +}, +{"visualize_output": "final_output.png"}] ``` ### Tools diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 95ae444b..2f1d58b4 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -5,6 +5,7 @@ from pathlib import Path from typing import Any, Callable, Dict, List, Optional, Tuple, Union +from PIL import Image from tabulate import tabulate from vision_agent.image_utils import overlay_bboxes, overlay_masks @@ -288,9 +289,8 @@ def visualize_result(all_tool_results: List[Dict]) -> List[str]: continue parameters = [parameters] elif isinstance(tool_result["parameters"], list): - if ( - len(tool_result["parameters"]) < 1 - and "image" not in tool_result["parameters"][0] + if len(tool_result["parameters"]) < 1 or ( + "image" not in tool_result["parameters"][0] ): continue @@ -304,10 +304,16 @@ def visualize_result(all_tool_results: List[Dict]) -> List[str]: # if the call was successful, then we can add the image data image = param["image"] if image not in image_to_data: - image_to_data[image] = {"bboxes": [], "masks": [], "labels": []} + image_to_data[image] = { + "bboxes": [], + "masks": [], + "labels": [], + "scores": [], + } image_to_data[image]["bboxes"].extend(call_result["bboxes"]) image_to_data[image]["labels"].extend(call_result["labels"]) + image_to_data[image]["scores"].extend(call_result["scores"]) if "masks" in call_result: image_to_data[image]["masks"].extend(call_result["masks"]) @@ -345,7 +351,7 @@ def __init__( task_model: Optional[Union[LLM, LMM]] = None, answer_model: Optional[Union[LLM, LMM]] = None, reflect_model: Optional[Union[LLM, LMM]] = None, - max_retries: int = 2, + max_retries: int = 3, verbose: bool = False, report_progress_callback: Optional[Callable[[str], None]] = None, ): @@ -380,6 +386,7 @@ def __call__( self, input: Union[List[Dict[str, str]], str], image: Optional[Union[str, Path]] = None, + visualize_output: Optional[bool] = False, ) -> str: """Invoke the vision agent. @@ -393,7 +400,7 @@ def __call__( """ if isinstance(input, str): input = [{"role": "user", "content": input}] - return self.chat(input, image=image) + return self.chat(input, image=image, visualize_output=visualize_output) def log_progress(self, description: str) -> None: _LOGGER.info(description) @@ -401,7 +408,10 @@ def log_progress(self, description: str) -> None: self.report_progress_callback(description) def chat_with_workflow( - self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None + self, + chat: List[Dict[str, str]], + image: Optional[Union[str, Path]] = None, + visualize_output: Optional[bool] = False, ) -> Tuple[str, List[Dict]]: question = chat[0]["content"] if image: @@ -449,31 +459,42 @@ def chat_with_workflow( self.answer_model, question, answers, reflections ) - visualized_images = visualize_result(all_tool_results) - all_tool_results.append({"visualized_images": visualized_images}) + visualized_output = visualize_result(all_tool_results) + all_tool_results.append({"visualized_output": visualized_output}) reflection = self_reflect( self.reflect_model, question, self.tools, all_tool_results, final_answer, - visualized_images[0] if len(visualized_images) > 0 else image, + visualized_output[0] if len(visualized_output) > 0 else image, ) self.log_progress(f"Reflection: {reflection}") if parse_reflect(reflection): break else: - reflections += reflection - # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. + reflections += "\n" + reflection + # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. self.log_progress( - f"The Vision Agent has concluded this chat. {final_answer}" + f"The Vision Agent has concluded this chat. {final_answer}" ) + + if visualize_output: + visualized_output = all_tool_results[-1]["visualized_output"] + for image in visualized_output: + Image.open(image).show() + return final_answer, all_tool_results def chat( - self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None + self, + chat: List[Dict[str, str]], + image: Optional[Union[str, Path]] = None, + visualize_output: Optional[bool] = False, ) -> str: - answer, _ = self.chat_with_workflow(chat, image=image) + answer, _ = self.chat_with_workflow( + chat, image=image, visualize_output=visualize_output + ) return answer def retrieval( diff --git a/vision_agent/agent/vision_agent_prompts.py b/vision_agent/agent/vision_agent_prompts.py index f451a66e..a54ae6a6 100644 --- a/vision_agent/agent/vision_agent_prompts.py +++ b/vision_agent/agent/vision_agent_prompts.py @@ -1,4 +1,4 @@ -VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You must determine if the agent's answer was correct or incorrect. If the agent's answer was correct, respond with Finish. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, high level plan that aims to mitigate the same failure with the tools available. Use complete sentences. +VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You may also receive an image with the visualized bounding boxes or masks with their associated labels and scores from the tools used. You must determine if the agent's answer was correct or incorrect. If the agent's answer was correct, respond with Finish. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, concrete plan that aims to mitigate the same failure with the tools available. Do not make vague steps like re-evaluate the threshold, instead make concrete steps like use a threshold of 0.5 or whatever threshold you think would fix this issue. If the task cannot be completed with the existing tools, respond with Finish. Use complete sentences. 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zf3;}IpMZDYJnI&C^-bu!6YX}yQFp;n|E~PT@|&24Z(&}-Ti>zF$K`zWOz!@9^Zh?~ z)uZAS3%{ILgxiZ7k^lEa*54nwekwBjLCEWeAeaAXjt0t~MmnB0`~1hB_24;9VIOWp zXFMJKutFDXkoy`LZ}G6cZ;l?yS1iv=h!GYUx$)h~$SfhVZ2ZuJ+VhOIs68tdFWPTC7f0ng*D{C?9{rUOZEM3L_ E1IvE7)c^nh literal 0 HcmV?d00001 diff --git a/vision_agent/image_utils.py b/vision_agent/image_utils.py index 65ee5b01..d0164e11 100644 --- a/vision_agent/image_utils.py +++ b/vision_agent/image_utils.py @@ -1,6 +1,7 @@ """Utility functions for image processing.""" import base64 +from importlib import resources from io import BytesIO from pathlib import Path from typing import Dict, Tuple, Union @@ -104,19 +105,28 @@ def overlay_bboxes( color = {label: COLORS[i % len(COLORS)] for i, label in enumerate(bboxes["labels"])} - draw = ImageDraw.Draw(image) - font = ImageFont.load_default() width, height = image.size + fontsize = max(12, int(min(width, height) / 40)) + draw = ImageDraw.Draw(image) + font = ImageFont.truetype( + str(resources.files("vision_agent.fonts").joinpath("default_font_ch_en.ttf")), + fontsize, + ) if "bboxes" not in bboxes: return image.convert("RGB") - for label, box in zip(bboxes["labels"], bboxes["bboxes"]): - box = [box[0] * width, box[1] * height, box[2] * width, box[3] * height] - draw.rectangle(box, outline=color[label], width=3) - label = f"{label}" - text_box = draw.textbbox((box[0], box[1]), text=label, font=font) - draw.rectangle(text_box, fill=color[label]) - draw.text((text_box[0], text_box[1]), label, fill="black", font=font) + for label, box, scores in zip(bboxes["labels"], bboxes["bboxes"], bboxes["scores"]): + box = [ + int(box[0] * width), + int(box[1] * height), + int(box[2] * width), + int(box[3] * height), + ] + draw.rectangle(box, outline=color[label], width=4) + text = f"{label}: {scores:.2f}" + text_box = draw.textbbox((box[0], box[1]), text=text, font=font) + draw.rectangle((box[0], box[1], text_box[2], text_box[3]), fill=color[label]) + draw.text((box[0], box[1]), text, fill="black", font=font) return image.convert("RGB") @@ -138,7 +148,9 @@ def overlay_masks( elif isinstance(image, np.ndarray): image = Image.fromarray(image) - color = {label: COLORS[i % len(COLORS)] for i, label in enumerate(masks["labels"])} + color = { + label: COLORS[i % len(COLORS)] for i, label in enumerate(set(masks["labels"])) + } if "masks" not in masks: return image.convert("RGB") diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index ec6bfb3c..946eb953 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -53,9 +53,7 @@ class Tool(ABC): class NoOp(Tool): name = "noop_" - description = ( - "'noop_' is a no-op tool that does nothing if you do not need to use a tool." - ) + description = "'noop_' is a no-op tool that does nothing if you do not want answer the question directly and not use a tool." usage = { "required_parameters": [], "examples": [ @@ -85,7 +83,7 @@ class CLIP(Tool): _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "clip_" - description = "'clip_' is a tool that can classify or tag any image given a set of input classes or tags." + description = "'clip_' is a tool that can classify any image given a set of input names or tags. It returns a list of the input names along with their probability scores." usage = { "required_parameters": [ {"name": "prompt", "type": "str"}, @@ -163,7 +161,7 @@ class GroundingDINO(Tool): _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "grounding_dino_" - description = "'grounding_dino_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions." + description = "'grounding_dino_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions. It returns a list of bounding boxes, label names and associated probability scores." usage = { "required_parameters": [ {"name": "prompt", "type": "str"}, @@ -179,8 +177,11 @@ class GroundingDINO(Tool): "parameters": {"prompt": "car", "image": ""}, }, { - "scenario": "Can you detect the person on the left? Image name: person.jpg", - "parameters": {"prompt": "person on the left", "image": "person.jpg"}, + "scenario": "Can you detect the person on the left and right? Image name: person.jpg", + "parameters": { + "prompt": "left person. right person", + "image": "person.jpg", + }, }, { "scenario": "Detect the red shirts and green shirst. Image name: shirts.jpg", @@ -269,7 +270,7 @@ class GroundingSAM(Tool): _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" name = "grounding_sam_" - description = "'grounding_sam_' is a tool that can detect and segment arbitrary objects with inputs such as category names or referring expressions." + description = "'grounding_sam_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions. It returns a list of bounding boxes, label names and masks file names and associated probability scores." usage = { "required_parameters": [ {"name": "prompt", "type": "str"}, @@ -285,8 +286,11 @@ class GroundingSAM(Tool): "parameters": {"prompt": "car", "image": ""}, }, { - "scenario": "Can you segment the person on the left? Image name: person.jpg", - "parameters": {"prompt": "person on the left", "image": "person.jpg"}, + "scenario": "Can you segment the person on the left and right? Image name: person.jpg", + "parameters": { + "prompt": "left person. right person", + "image": "person.jpg", + }, }, { "scenario": "Can you build me a tool that segments red shirts and green shirts? Image name: shirts.jpg", @@ -462,8 +466,9 @@ def __call__( mask_files = [] for mask in rets["masks"]: with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: - Image.fromarray(mask * 255).save(tmp) - mask_files.append(tmp.name) + file_name = Path(tmp.name).with_suffix(".mask.png") + Image.fromarray(mask * 255).save(file_name) + mask_files.append(str(file_name)) rets["masks"] = mask_files return rets @@ -472,7 +477,7 @@ class Counter(Tool): r"""Counter detects and counts the number of objects in an image given an input such as a category name or referring expression.""" name = "counter_" - description = "'counter_' detects and counts the number of objects in an image given an input such as a category name or referring expression." + description = "'counter_' detects and counts the number of objects in an image given an input such as a category name or referring expression. It returns a dictionary containing the labels and their counts." usage = { "required_parameters": [ {"name": "prompt", "type": "str"}, @@ -492,14 +497,14 @@ class Counter(Tool): def __call__(self, prompt: str, image: Union[str, ImageType]) -> Dict: resp = GroundingDINO()(prompt, image) - return dict(CounterClass(resp[0]["labels"])) + return dict(CounterClass(resp["labels"])) class Crop(Tool): r"""Crop crops an image given a bounding box and returns a file name of the cropped image.""" name = "crop_" - description = "'crop_' crops an image given a bounding box and returns a file name of the cropped image." + description = "'crop_' crops an image given a bounding box and returns a file name of the cropped image. It returns a file with the cropped image." usage = { "required_parameters": [ {"name": "bbox", "type": "List[float]"}, @@ -587,9 +592,7 @@ def __call__(self, masks: Union[str, Path]) -> float: class BboxIoU(Tool): name = "bbox_iou_" - description = ( - "'bbox_iou_' returns the intersection over union of two bounding boxes." - ) + description = "'bbox_iou_' returns the intersection over union of two bounding boxes. This is a good tool for determining if two objects are overlapping." usage = { "required_parameters": [ {"name": "bbox1", "type": "List[int]"}, @@ -683,85 +686,35 @@ def __call__(self, video_uri: str) -> List[Tuple[str, float]]: ) for frame, ts in frames: with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: - Image.fromarray(frame).save(tmp) - result.append((tmp.name, ts)) + file_name = Path(tmp.name).with_suffix(".frame.png") + Image.fromarray(frame).save(file_name) + result.append((str(file_name), ts)) return result -class Add(Tool): - r"""Add returns the sum of all the arguments passed to it, normalized to 2 decimal places.""" - - name = "add_" - description = "'add_' returns the sum of all the arguments passed to it, normalized to 2 decimal places." - usage = { - "required_parameters": [{"name": "input", "type": "List[int]"}], - "examples": [ - { - "scenario": "If you want to calculate 2 + 4", - "parameters": {"input": [2, 4]}, - } - ], - } - - def __call__(self, input: List[int]) -> float: - return round(sum(input), 2) - - -class Subtract(Tool): - r"""Subtract returns the difference of all the arguments passed to it, normalized to 2 decimal places.""" - - name = "subtract_" - description = "'subtract_' returns the difference of all the arguments passed to it, normalized to 2 decimal places." - usage = { - "required_parameters": [{"name": "input", "type": "List[int]"}], - "examples": [ - { - "scenario": "If you want to calculate 4 - 2", - "parameters": {"input": [4, 2]}, - } - ], - } - - def __call__(self, input: List[int]) -> float: - return round(input[0] - input[1], 2) +class Calculator(Tool): + r"""Calculator is a tool that can perform basic arithmetic operations.""" - -class Multiply(Tool): - r"""Multiply returns the product of all the arguments passed to it, normalized to 2 decimal places.""" - - name = "multiply_" - description = "'multiply_' returns the product of all the arguments passed to it, normalized to 2 decimal places." + name = "calculator_" + description = ( + "'calculator_' is a tool that can perform basic arithmetic operations." + ) usage = { - "required_parameters": [{"name": "input", "type": "List[int]"}], + "required_parameters": [{"name": "equation", "type": "str"}], "examples": [ { - "scenario": "If you want to calculate 2 * 4", - "parameters": {"input": [2, 4]}, - } - ], - } - - def __call__(self, input: List[int]) -> float: - return round(input[0] * input[1], 2) - - -class Divide(Tool): - r"""Divide returns the division of all the arguments passed to it, normalized to 2 decimal places.""" - - name = "divide_" - description = "'divide_' returns the division of all the arguments passed to it, normalized to 2 decimal places." - usage = { - "required_parameters": [{"name": "input", "type": "List[int]"}], - "examples": [ + "scenario": "If you want to calculate (2 * 3) + 4", + "parameters": {"equation": "2 + 4"}, + }, { - "scenario": "If you want to calculate 4 / 2", - "parameters": {"input": [4, 2]}, - } + "scenario": "If you want to calculate (4 + 2.5) / 2.1", + "parameters": {"equation": "(4 + 2.5) / 2.1"}, + }, ], } - def __call__(self, input: List[int]) -> float: - return round(input[0] / input[1], 2) + def __call__(self, equation: str) -> float: + return cast(float, round(eval(equation), 2)) TOOLS = { @@ -779,10 +732,7 @@ def __call__(self, input: List[int]) -> float: SegArea, BboxIoU, SegIoU, - Add, - Subtract, - Multiply, - Divide, + Calculator, ] ) if (hasattr(c, "name") and hasattr(c, "description") and hasattr(c, "usage")) From ec1a73b7995e78d45c79e9fd064f1af0cd7261ba Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Fri, 12 Apr 2024 22:07:38 +0000 Subject: [PATCH 16/31] [skip ci] chore(release): vision-agent 0.0.52 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 14c31e39..ab2a1e80 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.51" +version = "0.0.52" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From fbe404c1b614c982c3b5d626ca2f10957916c7ac Mon Sep 17 00:00:00 2001 From: Shankar <90070882+shankar-landing-ai@users.noreply.github.com> Date: Mon, 15 Apr 2024 13:49:17 -0700 Subject: [PATCH 17/31] Add image caption tool (#52) added image caption tool --- vision_agent/agent/vision_agent.py | 2 +- vision_agent/tools/__init__.py | 1 + vision_agent/tools/tools.py | 69 ++++++++++++++++++++++++++++++ 3 files changed, 71 insertions(+), 1 deletion(-) diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 2f1d58b4..67bce0a1 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -351,7 +351,7 @@ def __init__( task_model: Optional[Union[LLM, LMM]] = None, answer_model: Optional[Union[LLM, LMM]] = None, reflect_model: Optional[Union[LLM, LMM]] = None, - max_retries: int = 3, + max_retries: int = 2, verbose: bool = False, report_progress_callback: Optional[Callable[[str], None]] = None, ): diff --git a/vision_agent/tools/__init__.py b/vision_agent/tools/__init__.py index 20dc503a..d2dea3e2 100644 --- a/vision_agent/tools/__init__.py +++ b/vision_agent/tools/__init__.py @@ -9,6 +9,7 @@ ExtractFrames, GroundingDINO, GroundingSAM, + ImageCaption, SegArea, SegIoU, Tool, diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 946eb953..9491c5eb 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -144,6 +144,74 @@ def __call__(self, prompt: str, image: Union[str, ImageType]) -> Dict: return resp_json["data"] # type: ignore +class ImageCaption(Tool): + r"""ImageCaption is a tool that can caption an image based on its contents + or tags. + + Example + ------- + >>> import vision_agent as va + >>> caption = va.tools.ImageCaption() + >>> caption("image1.jpg") + {'text': ['a box of orange and white socks']} + """ + + _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" + + name = "image_caption_" + description = "'image_caption_' is a tool that can caption an image based on its contents or tags. It returns a text describing the image" + usage = { + "required_parameters": [ + {"name": "image", "type": "str"}, + ], + "examples": [ + { + "scenario": "Can you describe this image ? Image name: cat.jpg", + "parameters": {"image": "cat.jpg"}, + }, + { + "scenario": "Can you caption this image with their main contents ? Image name: cat_dog.jpg", + "parameters": {"image": "cat_dog.jpg"}, + }, + { + "scenario": "Can you build me a image captioning tool ? Image name: shirts.jpg", + "parameters": { + "image": "shirts.jpg", + }, + }, + ], + } + + # TODO: Add support for input multiple images, which aligns with the output type. + def __call__(self, image: Union[str, ImageType]) -> Dict: + """Invoke the Image captioning model. + + Parameters: + image: the input image to caption. + + Returns: + A list of dictionaries containing the labels and scores. Each dictionary contains the classification result for an image. E.g. [{"labels": ["red line", "yellow dot"], "scores": [0.98, 0.02]}] + """ + image_b64 = convert_to_b64(image) + data = { + "image": image_b64, + "tool": "image_captioning", + } + res = requests.post( + self._ENDPOINT, + headers={"Content-Type": "application/json"}, + json=data, + ) + resp_json: Dict[str, Any] = res.json() + if ( + "statusCode" in resp_json and resp_json["statusCode"] != 200 + ) or "statusCode" not in resp_json: + _LOGGER.error(f"Request failed: {resp_json}") + raise ValueError(f"Request failed: {resp_json}") + + return resp_json["data"] # type: ignore + + class GroundingDINO(Tool): r"""Grounding DINO is a tool that can detect arbitrary objects with inputs such as category names or referring expressions. @@ -723,6 +791,7 @@ def __call__(self, equation: str) -> float: [ NoOp, CLIP, + ImageCaption, GroundingDINO, AgentGroundingSAM, ExtractFrames, From 9542d22e0f9129f1081bf3c81593994c71b663f5 Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Mon, 15 Apr 2024 20:53:20 +0000 Subject: [PATCH 18/31] [skip ci] chore(release): vision-agent 0.0.53 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index ab2a1e80..7fca8c0a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.52" +version = "0.0.53" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From 248070e27017d01a4a4c47f8f74b06a6875aa1b6 Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Mon, 15 Apr 2024 16:04:14 -0700 Subject: [PATCH 19/31] refactor: switch model endpoints (#54) * Switch the host of model endpoint to api.dev.landing.ai * DRY/Abstract out the inference code in tools * Introduce LandingaiAPIKey and support loading from .env file * Add integration tests for four model tools * Minor tweaks/fixes * Remove dead code * Bump the minor version to 0.1.0 --- poetry.lock | 121 ++++++++++++++++++++++++++++- pyproject.toml | 4 +- tests/test_tools.py | 42 ++++++++++ tests/test_type_defs.py | 13 ++++ vision_agent/agent/vision_agent.py | 2 +- vision_agent/tools/tools.py | 90 +++++++-------------- vision_agent/type_defs.py | 48 ++++++++++++ 7 files changed, 253 insertions(+), 67 deletions(-) create mode 100644 tests/test_tools.py create mode 100644 tests/test_type_defs.py create mode 100644 vision_agent/type_defs.py diff --git a/poetry.lock b/poetry.lock index a67d2e98..a0c62cab 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"astropy (>=5.0)", "cloudpickle (>=0.2.1)", "dask[array] (>=2021.1.0)", "matplotlib (>=3.5)", "pooch (>=1.6.0)", "pyamg", "scikit-learn (>=1.1)"] +test = ["asv", "matplotlib (>=3.5)", "numpydoc (>=1.5)", "pooch (>=1.6.0)", "pytest (>=7.0)", "pytest-cov (>=2.11.0)", "pytest-faulthandler", "pytest-localserver"] + [[package]] name = "scikit-learn" version = "1.4.1.post1" @@ -2217,6 +2317,23 @@ files = [ {file = "threadpoolctl-3.4.0.tar.gz", hash = "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"}, ] +[[package]] +name = "tifffile" +version = "2024.2.12" +description = "Read and write TIFF files" +optional = false +python-versions = ">=3.9" +files = [ + {file = "tifffile-2024.2.12-py3-none-any.whl", hash = "sha256:870998f82fbc94ff7c3528884c1b0ae54863504ff51dbebea431ac3fa8fb7c21"}, + {file = "tifffile-2024.2.12.tar.gz", hash = "sha256:4920a3ec8e8e003e673d3c6531863c99eedd570d1b8b7e141c072ed78ff8030d"}, +] + +[package.dependencies] +numpy = "*" + +[package.extras] +all = ["defusedxml", "fsspec", "imagecodecs (>=2023.8.12)", "lxml", "matplotlib", "zarr"] + [[package]] name = "tokenizers" version = "0.15.2" @@ -2677,4 +2794,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "dd185bf30f7f4f00b7cece1bdb9c5183b07ca8544982c4a630c6da281c5d2ae7" +content-hash = "37e5b5d42e2c18f1d5741fc2efd9aa4d31dbd4413d09a7d43462e6a1a669531d" diff --git a/pyproject.toml b/pyproject.toml index 7fca8c0a..e741a4c2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.0.53" +version = "0.1.0" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" @@ -31,6 +31,7 @@ typing_extensions = "4.*" moviepy = "1.*" opencv-python-headless = "4.*" tabulate = "^0.9.0" +pydantic-settings = "^2.2.1" [tool.poetry.group.dev.dependencies] autoflake = "1.*" @@ -49,6 +50,7 @@ mkdocs = "^1.5.3" mkdocstrings = {extras = ["python"], version = "^0.23.0"} mkdocs-material = "^9.4.2" types-tabulate = "^0.9.0.20240106" +scikit-image = "<0.23.1" [tool.pytest.ini_options] log_cli = true diff --git a/tests/test_tools.py b/tests/test_tools.py new file mode 100644 index 00000000..ab2d20b7 --- /dev/null +++ b/tests/test_tools.py @@ -0,0 +1,42 @@ +import skimage as ski +from PIL import Image + +from vision_agent.tools.tools import CLIP, GroundingDINO, GroundingSAM, ImageCaption + + +def test_grounding_dino(): + img = Image.fromarray(ski.data.coins()) + result = GroundingDINO()( + prompt="coin", + image=img, + ) + assert result["labels"] == ["coin"] * 24 + assert len(result["bboxes"]) == 24 + assert len(result["scores"]) == 24 + + +def test_grounding_sam(): + img = Image.fromarray(ski.data.coins()) + result = GroundingSAM()( + prompt="coin", + image=img, + ) + assert result["labels"] == ["coin"] * 24 + assert len(result["bboxes"]) == 24 + assert len(result["scores"]) == 24 + assert len(result["masks"]) == 24 + + +def test_clip(): + img = Image.fromarray(ski.data.coins()) + result = CLIP()( + prompt="coins", + image=img, + ) + assert result["scores"] == [1.0] + + +def test_image_caption(): + img = Image.fromarray(ski.data.coins()) + result = ImageCaption()(image=img) + assert result["text"] == ["a black and white photo of a coin"] diff --git a/tests/test_type_defs.py b/tests/test_type_defs.py new file mode 100644 index 00000000..273681f6 --- /dev/null +++ b/tests/test_type_defs.py @@ -0,0 +1,13 @@ +import os + +from vision_agent.type_defs import LandingaiAPIKey + + +def test_load_api_credential_from_env_var(): + actual = LandingaiAPIKey() + assert actual.api_key is not None + + os.environ["landingai_api_key"] = "land_sk_123" + actual = LandingaiAPIKey() + assert actual.api_key == "land_sk_123" + del os.environ["landingai_api_key"] diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 67bce0a1..10c98735 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -476,7 +476,7 @@ def chat_with_workflow( reflections += "\n" + reflection # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. self.log_progress( - f"The Vision Agent has concluded this chat. {final_answer}" + f"The Vision Agent has concluded this chat. {final_answer}" ) if visualize_output: diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 9491c5eb..6bef5d72 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -12,8 +12,11 @@ from vision_agent.image_utils import convert_to_b64, get_image_size from vision_agent.tools.video import extract_frames_from_video +from vision_agent.type_defs import LandingaiAPIKey _LOGGER = logging.getLogger(__name__) +_LND_API_KEY = LandingaiAPIKey().api_key +_LND_API_URL = "https://api.dev.landing.ai/v1/agent" def normalize_bbox( @@ -80,8 +83,6 @@ class CLIP(Tool): [{"labels": ["red line", "yellow dot"], "scores": [0.98, 0.02]}] """ - _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" - name = "clip_" description = "'clip_' is a tool that can classify any image given a set of input names or tags. It returns a list of the input names along with their probability scores." usage = { @@ -125,23 +126,9 @@ def __call__(self, prompt: str, image: Union[str, ImageType]) -> Dict: "image": image_b64, "tool": "closed_set_image_classification", } - res = requests.post( - self._ENDPOINT, - headers={"Content-Type": "application/json"}, - json=data, - ) - resp_json: Dict[str, Any] = res.json() - if ( - "statusCode" in resp_json and resp_json["statusCode"] != 200 - ) or "statusCode" not in resp_json: - _LOGGER.error(f"Request failed: {resp_json}") - raise ValueError(f"Request failed: {resp_json}") - - resp_json["data"]["scores"] = [ - round(prob, 4) for prob in resp_json["data"]["scores"] - ] - - return resp_json["data"] # type: ignore + resp_data = _send_inference_request(data, "tools") + resp_data["scores"] = [round(prob, 4) for prob in resp_data["scores"]] + return resp_data class ImageCaption(Tool): @@ -156,8 +143,6 @@ class ImageCaption(Tool): {'text': ['a box of orange and white socks']} """ - _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" - name = "image_caption_" description = "'image_caption_' is a tool that can caption an image based on its contents or tags. It returns a text describing the image" usage = { @@ -197,19 +182,7 @@ def __call__(self, image: Union[str, ImageType]) -> Dict: "image": image_b64, "tool": "image_captioning", } - res = requests.post( - self._ENDPOINT, - headers={"Content-Type": "application/json"}, - json=data, - ) - resp_json: Dict[str, Any] = res.json() - if ( - "statusCode" in resp_json and resp_json["statusCode"] != 200 - ) or "statusCode" not in resp_json: - _LOGGER.error(f"Request failed: {resp_json}") - raise ValueError(f"Request failed: {resp_json}") - - return resp_json["data"] # type: ignore + return _send_inference_request(data, "tools") class GroundingDINO(Tool): @@ -226,8 +199,6 @@ class GroundingDINO(Tool): 'scores': [0.98, 0.02]}] """ - _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" - name = "grounding_dino_" description = "'grounding_dino_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions. It returns a list of bounding boxes, label names and associated probability scores." usage = { @@ -290,24 +261,13 @@ def __call__( "tool": "visual_grounding", "kwargs": {"box_threshold": box_threshold, "iou_threshold": iou_threshold}, } - res = requests.post( - self._ENDPOINT, - headers={"Content-Type": "application/json"}, - json=request_data, - ) - resp_json: Dict[str, Any] = res.json() - if ( - "statusCode" in resp_json and resp_json["statusCode"] != 200 - ) or "statusCode" not in resp_json: - _LOGGER.error(f"Request failed: {resp_json}") - raise ValueError(f"Request failed: {resp_json}") - data: Dict[str, Any] = resp_json["data"] + data: Dict[str, Any] = _send_inference_request(request_data, "tools") if "bboxes" in data: data["bboxes"] = [normalize_bbox(box, image_size) for box in data["bboxes"]] if "scores" in data: data["scores"] = [round(score, 2) for score in data["scores"]] if "labels" in data: - data["labels"] = [label for label in data["labels"]] + data["labels"] = list(data["labels"]) data["size"] = (image_size[1], image_size[0]) return data @@ -335,8 +295,6 @@ class GroundingSAM(Tool): [1, 1, 1, ..., 1, 1, 1]], dtype=uint8)]}] """ - _ENDPOINT = "https://soi4ewr6fjqqdf5vuss6rrilee0kumxq.lambda-url.us-east-2.on.aws" - name = "grounding_sam_" description = "'grounding_sam_' is a tool that can detect arbitrary objects with inputs such as category names or referring expressions. It returns a list of bounding boxes, label names and masks file names and associated probability scores." usage = { @@ -399,18 +357,7 @@ def __call__( "tool": "visual_grounding_segment", "kwargs": {"box_threshold": box_threshold, "iou_threshold": iou_threshold}, } - res = requests.post( - self._ENDPOINT, - headers={"Content-Type": "application/json"}, - json=request_data, - ) - resp_json: Dict[str, Any] = res.json() - if ( - "statusCode" in resp_json and resp_json["statusCode"] != 200 - ) or "statusCode" not in resp_json: - _LOGGER.error(f"Request failed: {resp_json}") - raise ValueError(f"Request failed: {resp_json}") - data: Dict[str, Any] = resp_json["data"] + data: Dict[str, Any] = _send_inference_request(request_data, "tools") ret_pred: Dict[str, List] = {"labels": [], "bboxes": [], "masks": []} if "bboxes" in data: ret_pred["bboxes"] = [ @@ -806,3 +753,20 @@ def __call__(self, equation: str) -> float: ) if (hasattr(c, "name") and hasattr(c, "description") and hasattr(c, "usage")) } + + +def _send_inference_request( + payload: Dict[str, Any], endpoint_name: str +) -> Dict[str, Any]: + res = requests.post( + f"{_LND_API_URL}/model/{endpoint_name}", + headers={ + "Content-Type": "application/json", + "apikey": _LND_API_KEY, + }, + json=payload, + ) + if res.status_code != 200: + _LOGGER.error(f"Request failed: {res.text}") + raise ValueError(f"Request failed: {res.text}") + return res.json()["data"] # type: ignore diff --git a/vision_agent/type_defs.py b/vision_agent/type_defs.py new file mode 100644 index 00000000..1667bf7a --- /dev/null +++ b/vision_agent/type_defs.py @@ -0,0 +1,48 @@ +from pydantic import Field, field_validator +from pydantic_settings import BaseSettings + + +class LandingaiAPIKey(BaseSettings): + """The API key of a user in a particular organization in LandingLens. + It supports loading from environment variables or .env files. + The supported name of the environment variables are (case-insensitive): + - LANDINGAI_API_KEY + + Environment variables will always take priority over values loaded from a dotenv file. + """ + + api_key: str = Field( + default="land_sk_hw34v3tyEc35OAhP8F7hnGnrDv2C8hD2ycMyq0aMkVS1H40D22", + alias="LANDINGAI_API_KEY", + description="The API key of LandingAI.", + ) + + @field_validator("api_key") + @classmethod + def is_api_key_valid(cls, key: str) -> str: + """Check if the API key is a v2 key.""" + if not key: + raise InvalidApiKeyError(f"LandingAI API key is required, but it's {key}") + if not key.startswith("land_sk_"): + raise InvalidApiKeyError( + f"LandingAI API key (v2) must start with 'land_sk_' prefix, but it's {key}. See https://support.landing.ai/docs/api-key for more information." + ) + return key + + class Config: + env_file = ".env" + env_prefix = "landingai_" + case_sensitive = False + extra = "ignore" + + +class InvalidApiKeyError(Exception): + """Exception raised when the an invalid API key is provided. This error could be raised from any SDK code, not limited to a HTTP client.""" + + def __init__(self, message: str): + self.message = f"""{message} +For more information, see https://landing-ai.github.io/landingai-python/landingai.html#manage-api-credentials""" + super().__init__(self.message) + + def __str__(self) -> str: + return self.message From 66217a42a45dd66c043266d7289fdfb5a47ca312 Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Mon, 15 Apr 2024 23:07:53 +0000 Subject: [PATCH 20/31] [skip ci] chore(release): vision-agent 0.1.1 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e741a4c2..343b4cc6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.1.0" +version = "0.1.1" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From fc94a2e953c820fca4a6b298e5edb62350840414 Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Tue, 16 Apr 2024 13:05:03 -0700 Subject: [PATCH 21/31] Pool Demo (#53) * visualized output/reflection to handle extract_frames_ * remove ipdb * added json mode for lmm, upgraded gpt-4-turbo * updated reflection prompt * refactor to make function simpler * updated reflection prompt, add tool usage doc * fixed format issue * fixed type issue * fixed test case --- tests/test_llm.py | 8 +- vision_agent/agent/vision_agent.py | 159 ++++++++++++++------- vision_agent/agent/vision_agent_prompts.py | 15 +- vision_agent/llm/llm.py | 2 +- vision_agent/lmm/lmm.py | 12 +- 5 files changed, 136 insertions(+), 60 deletions(-) diff --git a/tests/test_llm.py b/tests/test_llm.py index 0a671ca5..bbcc203e 100644 --- a/tests/test_llm.py +++ b/tests/test_llm.py @@ -18,7 +18,7 @@ def test_generate_with_mock(openai_llm_mock): # noqa: F811 response = llm.generate("test prompt") assert response == "mocked response" openai_llm_mock.chat.completions.create.assert_called_once_with( - model="gpt-4-turbo-preview", + model="gpt-4-turbo", messages=[{"role": "user", "content": "test prompt"}], ) @@ -31,7 +31,7 @@ def test_chat_with_mock(openai_llm_mock): # noqa: F811 response = llm.chat([{"role": "user", "content": "test prompt"}]) assert response == "mocked response" openai_llm_mock.chat.completions.create.assert_called_once_with( - model="gpt-4-turbo-preview", + model="gpt-4-turbo", messages=[{"role": "user", "content": "test prompt"}], ) @@ -44,14 +44,14 @@ def test_call_with_mock(openai_llm_mock): # noqa: F811 response = llm("test prompt") assert response == "mocked response" openai_llm_mock.chat.completions.create.assert_called_once_with( - model="gpt-4-turbo-preview", + model="gpt-4-turbo", messages=[{"role": "user", "content": "test prompt"}], ) response = llm([{"role": "user", "content": "test prompt"}]) assert response == "mocked response" openai_llm_mock.chat.completions.create.assert_called_with( - model="gpt-4-turbo-preview", + model="gpt-4-turbo", messages=[{"role": "user", "content": "test prompt"}], ) diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 10c98735..4c193aae 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -37,10 +37,10 @@ def parse_json(s: str) -> Any: s = ( - s.replace(": true", ": True") - .replace(": false", ": False") - .replace(":true", ": True") - .replace(":false", ": False") + s.replace(": True", ": true") + .replace(": False", ": false") + .replace(":True", ": true") + .replace(":False", ": false") .replace("```", "") .strip() ) @@ -62,6 +62,19 @@ def format_tools(tools: Dict[int, Any]) -> str: return tool_str +def format_tool_usage(tools: Dict[int, Any], tool_result: List[Dict]) -> str: + usage = [] + name_to_usage = {v["name"]: v["usage"] for v in tools.values()} + for tool_res in tool_result: + if "tool_name" in tool_res: + usage.append((tool_res["tool_name"], name_to_usage[tool_res["tool_name"]])) + + usage_str = "" + for tool_name, tool_usage in usage: + usage_str += f"{tool_name} - {tool_usage}\n" + return usage_str + + def topological_sort(tasks: List[Dict]) -> List[Dict]: in_degree = {task["id"]: 0 for task in tasks} for task in tasks: @@ -255,7 +268,8 @@ def self_reflect( ) -> str: prompt = VISION_AGENT_REFLECTION.format( question=question, - tools=format_tools(tools), + tools=format_tools({k: v["description"] for k, v in tools.items()}), + tool_usage=format_tool_usage(tools, tool_result), tool_results=str(tool_result), final_answer=final_answer, ) @@ -268,41 +282,28 @@ def self_reflect( return reflect_model(prompt) -def parse_reflect(reflect: str) -> bool: - # GPT-4V has a hard time following directions, so make the criteria less strict - return ( +def parse_reflect(reflect: str) -> Any: + reflect = reflect.strip() + try: + return parse_json(reflect) + except Exception: + _LOGGER.error(f"Failed parse json reflection: {reflect}") + # LMMs have a hard time following directions, so make the criteria less strict + finish = ( "finish" in reflect.lower() and len(reflect) < 100 ) or "finish" in reflect.lower()[-10:] - - -def visualize_result(all_tool_results: List[Dict]) -> List[str]: - image_to_data: Dict[str, Dict] = {} - for tool_result in all_tool_results: - if tool_result["tool_name"] not in ["grounding_sam_", "grounding_dino_"]: - continue - - parameters = tool_result["parameters"] - # parameters can either be a dictionary or list, parameters can also be malformed - # becaus the LLM builds them - if isinstance(parameters, dict): - if "image" not in parameters: - continue - parameters = [parameters] - elif isinstance(tool_result["parameters"], list): - if len(tool_result["parameters"]) < 1 or ( - "image" not in tool_result["parameters"][0] - ): - continue - - for param, call_result in zip(parameters, tool_result["call_results"]): - # calls can fail, so we need to check if the call was successful - if not isinstance(call_result, dict): - continue - if "bboxes" not in call_result: - continue - - # if the call was successful, then we can add the image data - image = param["image"] + return {"Finish": finish, "Reflection": reflect} + + +def _handle_extract_frames( + image_to_data: Dict[str, Dict], tool_result: Dict +) -> Dict[str, Dict]: + image_to_data = image_to_data.copy() + # handle extract_frames_ case, useful if it extracts frames but doesn't do + # any following processing + for video_file_output in tool_result["call_results"]: + for frame, _ in video_file_output: + image = frame if image not in image_to_data: image_to_data[image] = { "bboxes": [], @@ -310,17 +311,72 @@ def visualize_result(all_tool_results: List[Dict]) -> List[str]: "labels": [], "scores": [], } + return image_to_data + + +def _handle_viz_tools( + image_to_data: Dict[str, Dict], tool_result: Dict +) -> Dict[str, Dict]: + image_to_data = image_to_data.copy() + + # handle grounding_sam_ and grounding_dino_ + parameters = tool_result["parameters"] + # parameters can either be a dictionary or list, parameters can also be malformed + # becaus the LLM builds them + if isinstance(parameters, dict): + if "image" not in parameters: + return image_to_data + parameters = [parameters] + elif isinstance(tool_result["parameters"], list): + if len(tool_result["parameters"]) < 1 or ( + "image" not in tool_result["parameters"][0] + ): + return image_to_data + + for param, call_result in zip(parameters, tool_result["call_results"]): + # calls can fail, so we need to check if the call was successful + if not isinstance(call_result, dict) or "bboxes" not in call_result: + return image_to_data + + # if the call was successful, then we can add the image data + image = param["image"] + if image not in image_to_data: + image_to_data[image] = { + "bboxes": [], + "masks": [], + "labels": [], + "scores": [], + } + + image_to_data[image]["bboxes"].extend(call_result["bboxes"]) + image_to_data[image]["labels"].extend(call_result["labels"]) + image_to_data[image]["scores"].extend(call_result["scores"]) + if "masks" in call_result: + image_to_data[image]["masks"].extend(call_result["masks"]) + + return image_to_data + - image_to_data[image]["bboxes"].extend(call_result["bboxes"]) - image_to_data[image]["labels"].extend(call_result["labels"]) - image_to_data[image]["scores"].extend(call_result["scores"]) - if "masks" in call_result: - image_to_data[image]["masks"].extend(call_result["masks"]) +def visualize_result(all_tool_results: List[Dict]) -> List[str]: + image_to_data: Dict[str, Dict] = {} + for tool_result in all_tool_results: + # only handle bbox/mask tools or frame extraction + if tool_result["tool_name"] not in [ + "grounding_sam_", + "grounding_dino_", + "extract_frames_", + ]: + continue + + if tool_result["tool_name"] == "extract_frames_": + image_to_data = _handle_extract_frames(image_to_data, tool_result) + else: + image_to_data = _handle_viz_tools(image_to_data, tool_result) visualized_images = [] - for image in image_to_data: - image_path = Path(image) - image_data = image_to_data[image] + for image_str in image_to_data: + image_path = Path(image_str) + image_data = image_to_data[image_str] image = overlay_masks(image_path, image_data) image = overlay_bboxes(image, image_data) with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as f: @@ -374,7 +430,9 @@ def __init__( OpenAILLM(temperature=0.1) if answer_model is None else answer_model ) self.reflect_model = ( - OpenAILMM(temperature=0.1) if reflect_model is None else reflect_model + OpenAILMM(json_mode=True, temperature=0.1) + if reflect_model is None + else reflect_model ) self.max_retries = max_retries self.tools = TOOLS @@ -470,11 +528,12 @@ def chat_with_workflow( visualized_output[0] if len(visualized_output) > 0 else image, ) self.log_progress(f"Reflection: {reflection}") - if parse_reflect(reflection): + parsed_reflection = parse_reflect(reflection) + if parsed_reflection["Finish"]: break else: - reflections += "\n" + reflection - # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. + reflections += "\n" + parsed_reflection["Reflection"] + # '' is a symbol to indicate the end of the chat, which is useful for streaming logs. self.log_progress( f"The Vision Agent has concluded this chat. {final_answer}" ) diff --git a/vision_agent/agent/vision_agent_prompts.py b/vision_agent/agent/vision_agent_prompts.py index a54ae6a6..cd7878c0 100644 --- a/vision_agent/agent/vision_agent_prompts.py +++ b/vision_agent/agent/vision_agent_prompts.py @@ -1,4 +1,14 @@ -VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You may also receive an image with the visualized bounding boxes or masks with their associated labels and scores from the tools used. You must determine if the agent's answer was correct or incorrect. If the agent's answer was correct, respond with Finish. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, concrete plan that aims to mitigate the same failure with the tools available. Do not make vague steps like re-evaluate the threshold, instead make concrete steps like use a threshold of 0.5 or whatever threshold you think would fix this issue. If the task cannot be completed with the existing tools, respond with Finish. Use complete sentences. +VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You may also receive an image with the visualized bounding boxes or masks with their associated labels and scores from the tools used. + +Please note that: +1. You must ONLY output parsible JSON format. If the agents output was correct set "Finish" to true, else set "Finish" to false. An example output looks like: +{{"Finish": true, "Reflection": "The agent's answer was correct."}} +2. You must utilize the image with the visualized bounding boxes or masks and determine if the tools were used correctly or, using your own judgement, utilized incorrectly. +3. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, concrete plan that aims to mitigate the same failure with the tools available. An example output looks like: + {{"Finish": false, "Reflection": "I can see from teh visualized bounding boxes that the agent's answer was incorrect because the grounding_dino_ tool produced false positive predictions. The agent should use the following tools with the following parameters: + Step 1: Use 'grounding_dino_' with a 'prompt' of 'baby. bed' and a 'box_threshold' of 0.7 to reduce the false positives. + Step 2: Use 'box_iou_' with the baby bounding box and the bed bounding box to determine if the baby is on the bed or not."}} +4. If the task cannot be completed with the existing tools or by adjusting the parameters, set "Finish" to true. User's question: {question} @@ -8,6 +18,9 @@ Tasks and tools used: {tool_results} +Tool's used API documentation: +{tool_usage} + Final answer: {final_answer} diff --git a/vision_agent/llm/llm.py b/vision_agent/llm/llm.py index 9022ef73..9352f58b 100644 --- a/vision_agent/llm/llm.py +++ b/vision_agent/llm/llm.py @@ -33,7 +33,7 @@ class OpenAILLM(LLM): def __init__( self, - model_name: str = "gpt-4-turbo-preview", + model_name: str = "gpt-4-turbo", api_key: Optional[str] = None, json_mode: bool = False, **kwargs: Any diff --git a/vision_agent/lmm/lmm.py b/vision_agent/lmm/lmm.py index 0d63b158..738ac004 100644 --- a/vision_agent/lmm/lmm.py +++ b/vision_agent/lmm/lmm.py @@ -99,9 +99,10 @@ class OpenAILMM(LMM): def __init__( self, - model_name: str = "gpt-4-vision-preview", + model_name: str = "gpt-4-turbo", api_key: Optional[str] = None, max_tokens: int = 1024, + json_mode: bool = False, **kwargs: Any, ): if not api_key: @@ -111,7 +112,10 @@ def __init__( self.client = OpenAI(api_key=api_key) self.model_name = model_name - self.max_tokens = max_tokens + if "max_tokens" not in kwargs: + kwargs["max_tokens"] = max_tokens + if json_mode: + kwargs["response_format"] = {"type": "json_object"} self.kwargs = kwargs def __call__( @@ -153,7 +157,7 @@ def chat( ) response = self.client.chat.completions.create( - model=self.model_name, messages=fixed_chat, max_tokens=self.max_tokens, **self.kwargs # type: ignore + model=self.model_name, messages=fixed_chat, **self.kwargs # type: ignore ) return cast(str, response.choices[0].message.content) @@ -181,7 +185,7 @@ def generate(self, prompt: str, image: Optional[Union[str, Path]] = None) -> str ) response = self.client.chat.completions.create( - model=self.model_name, messages=message, max_tokens=self.max_tokens, **self.kwargs # type: ignore + model=self.model_name, messages=message, **self.kwargs # type: ignore ) return cast(str, response.choices[0].message.content) From 1055aeade6413d73e530d277fdc8efddda8664a2 Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Tue, 16 Apr 2024 20:08:46 +0000 Subject: [PATCH 22/31] [skip ci] chore(release): vision-agent 0.1.2 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 343b4cc6..28c8de46 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.1.1" +version = "0.1.2" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From c439bdea27ec85f450d1f4e5adb58ff5b62d3be7 Mon Sep 17 00:00:00 2001 From: Asia <2736300+humpydonkey@users.noreply.github.com> Date: Wed, 17 Apr 2024 14:51:50 -0700 Subject: [PATCH 23/31] feat: allow disable motion detection in frame extraction function (#55) * Tweak frame extraction function * remove default motion detection, extract at 0.5 fps * lmm now take multiple images * removed counter * tweaked prompt * updated vision agent to reflect on multiple images * fix test case * added box distance * adjusted prompts --------- Co-authored-by: Yazhou Cao Co-authored-by: Dillon Laird --- tests/test_lmm.py | 2 +- tests/tools/test_tools.py | 25 ++++- vision_agent/agent/easytool_prompts.py | 10 +- vision_agent/agent/reflexion.py | 20 ++-- vision_agent/agent/vision_agent.py | 22 +++-- vision_agent/agent/vision_agent_prompts.py | 9 +- vision_agent/data/data.py | 4 +- vision_agent/lmm/lmm.py | 102 ++++++++++++--------- vision_agent/tools/__init__.py | 4 +- vision_agent/tools/tools.py | 63 +++++++------ vision_agent/tools/video.py | 26 +++--- 11 files changed, 176 insertions(+), 111 deletions(-) diff --git a/tests/test_lmm.py b/tests/test_lmm.py index 16b5691f..876678b9 100644 --- a/tests/test_lmm.py +++ b/tests/test_lmm.py @@ -27,7 +27,7 @@ def create_temp_image(image_format="jpeg"): def test_generate_with_mock(openai_lmm_mock): # noqa: F811 temp_image = create_temp_image() lmm = OpenAILMM() - response = lmm.generate("test prompt", image=temp_image) + response = lmm.generate("test prompt", images=[temp_image]) assert response == "mocked response" assert ( "image_url" diff --git a/tests/tools/test_tools.py b/tests/tools/test_tools.py index c5d7c6cc..12c21347 100644 --- a/tests/tools/test_tools.py +++ b/tests/tools/test_tools.py @@ -4,7 +4,7 @@ import numpy as np from PIL import Image -from vision_agent.tools.tools import BboxIoU, SegArea, SegIoU +from vision_agent.tools.tools import BboxIoU, BoxDistance, SegArea, SegIoU def test_bbox_iou(): @@ -42,3 +42,26 @@ def test_seg_area_2(): mask_path = os.path.join(tmpdir, "mask.png") Image.fromarray(mask).save(mask_path) assert SegArea()(mask_path) == 4.0 + + +def test_box_distance(): + box_dist = BoxDistance() + # horizontal dist + box1 = [0, 0, 2, 2] + box2 = [4, 1, 6, 3] + assert box_dist(box1, box2) == 2.0 + + # vertical dist + box1 = [0, 0, 2, 2] + box2 = [1, 4, 3, 6] + assert box_dist(box1, box2) == 2.0 + + # vertical and horizontal + box1 = [0, 0, 2, 2] + box2 = [3, 3, 5, 5] + assert box_dist(box1, box2) == 1.41 + + # overlap + box1 = [0, 0, 2, 2] + box2 = [1, 1, 3, 3] + assert box_dist(box1, box2) == 0.0 diff --git a/vision_agent/agent/easytool_prompts.py b/vision_agent/agent/easytool_prompts.py index 6e20dc17..73045ba8 100644 --- a/vision_agent/agent/easytool_prompts.py +++ b/vision_agent/agent/easytool_prompts.py @@ -56,6 +56,7 @@ These are logs of previous questions and answers: {previous_log} + This is the current user's question: {question} This is the API tool documentation: {tool_usage} Output: """ @@ -67,15 +68,22 @@ 2. We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. 3. If the API tool does not provide useful information in the response, please answer with your knowledge. 4. The question may have dependencies on answers of other questions, so we will provide logs of previous questions and answers. + These are logs of previous questions and answers: {previous_log} + This is the user's question: {question} + This is the response output by the API tool: {call_results} + We will not show the API response to the user, thus you need to make full use of the response and give the information in the response that can satisfy the user's question in as much detail as possible. Output: """ ANSWER_SUMMARIZE = """We break down a complex user's problems into simple subtasks and provide answers to each simple subtask. You need to organize these answers to each subtask and form a self-consistent final answer to the user's question. This is the user's question: {question} -These are subtasks and their answers: {answers} + +These are subtasks and their answers: +{answers} + Final answer: """ diff --git a/vision_agent/agent/reflexion.py b/vision_agent/agent/reflexion.py index ac7d77b6..61dded6d 100644 --- a/vision_agent/agent/reflexion.py +++ b/vision_agent/agent/reflexion.py @@ -238,12 +238,20 @@ def prompt_agent( self._build_agent_prompt(question, reflections, scratchpad) ) ) - return format_step( - self.action_agent( - self._build_agent_prompt(question, reflections, scratchpad), - image=image, + elif isinstance(self.action_agent, LMM): + return format_step( + self.action_agent( + self._build_agent_prompt(question, reflections, scratchpad), + images=[image] if image is not None else None, + ) + ) + elif isinstance(self.action_agent, Agent): + return format_step( + self.action_agent( + self._build_agent_prompt(question, reflections, scratchpad), + image=image, + ) ) - ) def prompt_reflection( self, @@ -261,7 +269,7 @@ def prompt_reflection( return format_step( self.self_reflect_model( self._build_reflect_prompt(question, context, scratchpad), - image=image, + images=[image] if image is not None else None, ) ) diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index 4c193aae..a3f09b82 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -3,7 +3,7 @@ import sys import tempfile from pathlib import Path -from typing import Any, Callable, Dict, List, Optional, Tuple, Union +from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union from PIL import Image from tabulate import tabulate @@ -264,7 +264,7 @@ def self_reflect( tools: Dict[int, Any], tool_result: List[Dict], final_answer: str, - image: Optional[Union[str, Path]] = None, + images: Optional[Sequence[Union[str, Path]]] = None, ) -> str: prompt = VISION_AGENT_REFLECTION.format( question=question, @@ -275,10 +275,10 @@ def self_reflect( ) if ( issubclass(type(reflect_model), LMM) - and image is not None - and Path(image).suffix in [".jpg", ".jpeg", ".png"] + and images is not None + and all([Path(image).suffix in [".jpg", ".jpeg", ".png"] for image in images]) ): - return reflect_model(prompt, image=image) # type: ignore + return reflect_model(prompt, images=images) # type: ignore return reflect_model(prompt) @@ -357,7 +357,7 @@ def _handle_viz_tools( return image_to_data -def visualize_result(all_tool_results: List[Dict]) -> List[str]: +def visualize_result(all_tool_results: List[Dict]) -> Sequence[Union[str, Path]]: image_to_data: Dict[str, Dict] = {} for tool_result in all_tool_results: # only handle bbox/mask tools or frame extraction @@ -407,7 +407,7 @@ def __init__( task_model: Optional[Union[LLM, LMM]] = None, answer_model: Optional[Union[LLM, LMM]] = None, reflect_model: Optional[Union[LLM, LMM]] = None, - max_retries: int = 2, + max_retries: int = 3, verbose: bool = False, report_progress_callback: Optional[Callable[[str], None]] = None, ): @@ -519,13 +519,19 @@ def chat_with_workflow( visualized_output = visualize_result(all_tool_results) all_tool_results.append({"visualized_output": visualized_output}) + if len(visualized_output) > 0: + reflection_images = visualized_output + elif image is not None: + reflection_images = [image] + else: + reflection_images = None reflection = self_reflect( self.reflect_model, question, self.tools, all_tool_results, final_answer, - visualized_output[0] if len(visualized_output) > 0 else image, + reflection_images, ) self.log_progress(f"Reflection: {reflection}") parsed_reflection = parse_reflect(reflection) diff --git a/vision_agent/agent/vision_agent_prompts.py b/vision_agent/agent/vision_agent_prompts.py index cd7878c0..4cc65845 100644 --- a/vision_agent/agent/vision_agent_prompts.py +++ b/vision_agent/agent/vision_agent_prompts.py @@ -1,11 +1,11 @@ -VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question and the final answer the agent provided. You may also receive an image with the visualized bounding boxes or masks with their associated labels and scores from the tools used. +VISION_AGENT_REFLECTION = """You are an advanced reasoning agent that can improve based on self-refection. You will be given a previous reasoning trial in which you were given the user's question, the available tools that the agent has, the decomposed tasks and tools that the agent used to answer the question, the tool usage for each of the tools used and the final answer the agent provided. You may also receive an image with the visualized bounding boxes or masks with their associated labels and scores from the tools used. Please note that: 1. You must ONLY output parsible JSON format. If the agents output was correct set "Finish" to true, else set "Finish" to false. An example output looks like: {{"Finish": true, "Reflection": "The agent's answer was correct."}} -2. You must utilize the image with the visualized bounding boxes or masks and determine if the tools were used correctly or, using your own judgement, utilized incorrectly. -3. If the agent's answer was incorrect, you must diagnose a possible reason for failure or phrasing discrepancy and devise a new, concise, concrete plan that aims to mitigate the same failure with the tools available. An example output looks like: - {{"Finish": false, "Reflection": "I can see from teh visualized bounding boxes that the agent's answer was incorrect because the grounding_dino_ tool produced false positive predictions. The agent should use the following tools with the following parameters: +2. You must utilize the image with the visualized bounding boxes or masks and determine if the tools were used correctly or if the tools were used incorrectly or the wrong tools were used. +3. If the agent's answer was incorrect, you must diagnose the reason for failure and devise a new concise and concrete plan that aims to mitigate the same failure with the tools available. An example output looks like: + {{"Finish": false, "Reflection": "I can see from the visualized bounding boxes that the agent's answer was incorrect because the grounding_dino_ tool produced false positive predictions. The agent should use the following tools with the following parameters: Step 1: Use 'grounding_dino_' with a 'prompt' of 'baby. bed' and a 'box_threshold' of 0.7 to reduce the false positives. Step 2: Use 'box_iou_' with the baby bounding box and the bed bounding box to determine if the baby is on the bed or not."}} 4. If the task cannot be completed with the existing tools or by adjusting the parameters, set "Finish" to true. @@ -140,4 +140,5 @@ This is a reflection from a previous failed attempt: {reflections} + Final answer: """ diff --git a/vision_agent/data/data.py b/vision_agent/data/data.py index 6b51488b..54125772 100644 --- a/vision_agent/data/data.py +++ b/vision_agent/data/data.py @@ -63,9 +63,9 @@ def add_column( self.df[name] = self.df["image_paths"].progress_apply( # type: ignore lambda x: ( - func(self.lmm.generate(prompt, image=x)) + func(self.lmm.generate(prompt, images=[x])) if func - else self.lmm.generate(prompt, image=x) + else self.lmm.generate(prompt, images=[x]) ) ) return self diff --git a/vision_agent/lmm/lmm.py b/vision_agent/lmm/lmm.py index 738ac004..615804ed 100644 --- a/vision_agent/lmm/lmm.py +++ b/vision_agent/lmm/lmm.py @@ -30,12 +30,16 @@ def encode_image(image: Union[str, Path]) -> str: class LMM(ABC): @abstractmethod - def generate(self, prompt: str, image: Optional[Union[str, Path]] = None) -> str: + def generate( + self, prompt: str, images: Optional[List[Union[str, Path]]] = None + ) -> str: pass @abstractmethod def chat( - self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None + self, + chat: List[Dict[str, str]], + images: Optional[List[Union[str, Path]]] = None, ) -> str: pass @@ -43,7 +47,7 @@ def chat( def __call__( self, input: Union[str, List[Dict[str, str]]], - image: Optional[Union[str, Path]] = None, + images: Optional[List[Union[str, Path]]] = None, ) -> str: pass @@ -57,27 +61,29 @@ def __init__(self, model_name: str): def __call__( self, input: Union[str, List[Dict[str, str]]], - image: Optional[Union[str, Path]] = None, + images: Optional[List[Union[str, Path]]] = None, ) -> str: if isinstance(input, str): - return self.generate(input, image) - return self.chat(input, image) + return self.generate(input, images) + return self.chat(input, images) def chat( - self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None + self, + chat: List[Dict[str, str]], + images: Optional[List[Union[str, Path]]] = None, ) -> str: raise NotImplementedError("Chat not supported for LLaVA") def generate( self, prompt: str, - image: Optional[Union[str, Path]] = None, + images: Optional[List[Union[str, Path]]] = None, temperature: float = 0.1, max_new_tokens: int = 1500, ) -> str: data = {"prompt": prompt} - if image: - data["image"] = encode_image(image) + if images and len(images) > 0: + data["image"] = encode_image(images[0]) data["temperature"] = temperature # type: ignore data["max_new_tokens"] = max_new_tokens # type: ignore res = requests.post( @@ -121,14 +127,16 @@ def __init__( def __call__( self, input: Union[str, List[Dict[str, str]]], - image: Optional[Union[str, Path]] = None, + images: Optional[List[Union[str, Path]]] = None, ) -> str: if isinstance(input, str): - return self.generate(input, image) - return self.chat(input, image) + return self.generate(input, images) + return self.chat(input, images) def chat( - self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None + self, + chat: List[Dict[str, str]], + images: Optional[List[Union[str, Path]]] = None, ) -> str: fixed_chat = [] for c in chat: @@ -136,25 +144,26 @@ def chat( fixed_c["content"] = [{"type": "text", "text": c["content"]}] # type: ignore fixed_chat.append(fixed_c) - if image: - extension = Path(image).suffix - if extension.lower() == ".jpeg" or extension.lower() == ".jpg": - extension = "jpg" - elif extension.lower() == ".png": - extension = "png" - else: - raise ValueError(f"Unsupported image extension: {extension}") - - encoded_image = encode_image(image) - fixed_chat[0]["content"].append( # type: ignore - { - "type": "image_url", - "image_url": { - "url": f"data:image/{extension};base64,{encoded_image}", - "detail": "low", + if images and len(images) > 0: + for image in images: + extension = Path(image).suffix + if extension.lower() == ".jpeg" or extension.lower() == ".jpg": + extension = "jpg" + elif extension.lower() == ".png": + extension = "png" + else: + raise ValueError(f"Unsupported image extension: {extension}") + + encoded_image = encode_image(image) + fixed_chat[0]["content"].append( # type: ignore + { + "type": "image_url", + "image_url": { + "url": f"data:image/{extension};base64,{encoded_image}", + "detail": "low", + }, }, - }, - ) + ) response = self.client.chat.completions.create( model=self.model_name, messages=fixed_chat, **self.kwargs # type: ignore @@ -162,7 +171,11 @@ def chat( return cast(str, response.choices[0].message.content) - def generate(self, prompt: str, image: Optional[Union[str, Path]] = None) -> str: + def generate( + self, + prompt: str, + images: Optional[List[Union[str, Path]]] = None, + ) -> str: message: List[Dict[str, Any]] = [ { "role": "user", @@ -171,18 +184,19 @@ def generate(self, prompt: str, image: Optional[Union[str, Path]] = None) -> str ], } ] - if image: - extension = Path(image).suffix - encoded_image = encode_image(image) - message[0]["content"].append( - { - "type": "image_url", - "image_url": { - "url": f"data:image/{extension};base64,{encoded_image}", - "detail": "low", + if images and len(images) > 0: + for image in images: + extension = Path(image).suffix + encoded_image = encode_image(image) + message[0]["content"].append( + { + "type": "image_url", + "image_url": { + "url": f"data:image/{extension};base64,{encoded_image}", + "detail": "low", + }, }, - }, - ) + ) response = self.client.chat.completions.create( model=self.model_name, messages=message, **self.kwargs # type: ignore diff --git a/vision_agent/tools/__init__.py b/vision_agent/tools/__init__.py index d2dea3e2..63931c9f 100644 --- a/vision_agent/tools/__init__.py +++ b/vision_agent/tools/__init__.py @@ -1,10 +1,10 @@ from .prompts import CHOOSE_PARAMS, SYSTEM_PROMPT -from .tools import ( +from .tools import ( # Counter, CLIP, TOOLS, BboxArea, BboxIoU, - Counter, + BoxDistance, Crop, ExtractFrames, GroundingDINO, diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 6bef5d72..8c2f81dd 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -1,7 +1,6 @@ import logging import tempfile from abc import ABC -from collections import Counter as CounterClass from pathlib import Path from typing import Any, Dict, List, Tuple, Union, cast @@ -488,33 +487,6 @@ def __call__( return rets -class Counter(Tool): - r"""Counter detects and counts the number of objects in an image given an input such as a category name or referring expression.""" - - name = "counter_" - description = "'counter_' detects and counts the number of objects in an image given an input such as a category name or referring expression. It returns a dictionary containing the labels and their counts." - usage = { - "required_parameters": [ - {"name": "prompt", "type": "str"}, - {"name": "image", "type": "str"}, - ], - "examples": [ - { - "scenario": "Can you count the number of cars in this image? Image name image.jpg", - "parameters": {"prompt": "car", "image": "image.jpg"}, - }, - { - "scenario": "Can you count the number of people? Image name: people.png", - "parameters": {"prompt": "person", "image": "people.png"}, - }, - ], - } - - def __call__(self, prompt: str, image: Union[str, ImageType]) -> Dict: - resp = GroundingDINO()(prompt, image) - return dict(CounterClass(resp["labels"])) - - class Crop(Tool): r"""Crop crops an image given a bounding box and returns a file name of the cropped image.""" @@ -665,11 +637,42 @@ def __call__(self, mask1: Union[str, Path], mask2: Union[str, Path]) -> float: return cast(float, round(iou, 2)) +class BoxDistance(Tool): + name = "box_distance_" + description = ( + "'box_distance_' returns the minimum distance between two bounding boxes." + ) + usage = { + "required_parameters": [ + {"name": "bbox1", "type": "List[int]"}, + {"name": "bbox2", "type": "List[int]"}, + ], + "examples": [ + { + "scenario": "If you want to calculate the distance between the bounding boxes [0.2, 0.21, 0.34, 0.42] and [0.3, 0.31, 0.44, 0.52]", + "parameters": { + "bbox1": [0.2, 0.21, 0.34, 0.42], + "bbox2": [0.3, 0.31, 0.44, 0.52], + }, + } + ], + } + + def __call__(self, bbox1: List[int], bbox2: List[int]) -> float: + x11, y11, x12, y12 = bbox1 + x21, y21, x22, y22 = bbox2 + + horizontal_dist = np.max([0, x21 - x12, x11 - x22]) + vertical_dist = np.max([0, y21 - y12, y11 - y22]) + + return cast(float, round(np.sqrt(horizontal_dist**2 + vertical_dist**2), 2)) + + class ExtractFrames(Tool): r"""Extract frames from a video.""" name = "extract_frames_" - description = "'extract_frames_' extracts frames where there is motion detected in a video, returns a list of tuples (frame, timestamp), where timestamp is the relative time in seconds where teh frame was captured. The frame is a local image file path." + description = "'extract_frames_' extracts frames from a video, returns a list of tuples (frame, timestamp), where timestamp is the relative time in seconds where the frame was captured. The frame is a local image file path." usage = { "required_parameters": [{"name": "video_uri", "type": "str"}], "examples": [ @@ -742,12 +745,12 @@ def __call__(self, equation: str) -> float: GroundingDINO, AgentGroundingSAM, ExtractFrames, - Counter, Crop, BboxArea, SegArea, BboxIoU, SegIoU, + BoxDistance, Calculator, ] ) diff --git a/vision_agent/tools/video.py b/vision_agent/tools/video.py index 6068725f..4eca66af 100644 --- a/vision_agent/tools/video.py +++ b/vision_agent/tools/video.py @@ -15,7 +15,7 @@ def extract_frames_from_video( - video_uri: str, fps: int = 2, motion_detection_threshold: float = 0.06 + video_uri: str, fps: float = 0.5, motion_detection_threshold: float = 0.0 ) -> List[Tuple[np.ndarray, float]]: """Extract frames from a video @@ -25,7 +25,8 @@ def extract_frames_from_video( motion_detection_threshold: The threshold to detect motion between changes/frames. A value between 0-1, which represents the percentage change required for the frames to be considered in motion. For example, a lower - value means more frames will be extracted. + value means more frames will be extracted. A non-positive value will disable + motion detection and extract all frames. Returns: a list of tuples containing the extracted frame and the timestamp in seconds. @@ -119,18 +120,19 @@ def _extract_frames_by_clip( total=processable_frames, desc=f"Extracting frames from clip {start}-{end}" ) for i, frame in enumerate(clip.iter_frames(fps=fps, dtype="uint8")): - curr_processed_frame = _preprocess_frame(frame) total_count += 1 pbar.update(1) - # Skip the frame if it is similar to the previous one - if prev_processed_frame is not None and _similar_frame( - prev_processed_frame, - curr_processed_frame, - threshold=motion_detection_threshold, - ): - skipped_count += 1 - continue - prev_processed_frame = curr_processed_frame + if motion_detection_threshold > 0: + curr_processed_frame = _preprocess_frame(frame) + # Skip the frame if it is similar to the previous one + if prev_processed_frame is not None and _similar_frame( + prev_processed_frame, + curr_processed_frame, + threshold=motion_detection_threshold, + ): + skipped_count += 1 + continue + prev_processed_frame = curr_processed_frame ts = round(clip.reader.pos / source_fps, 3) frames.append((frame, ts)) From da818ada9c6c54d799476c4e1fa7019dba1fcd95 Mon Sep 17 00:00:00 2001 From: GitHub Actions Bot Date: Wed, 17 Apr 2024 21:55:13 +0000 Subject: [PATCH 24/31] [skip ci] chore(release): vision-agent 0.1.3 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 28c8de46..157b86ee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "vision-agent" -version = "0.1.2" +version = "0.1.3" description = "Toolset for Vision Agent" authors = ["Landing AI "] readme = "README.md" From 94f94ba370cb3ae8bbd2cd60b6e9feb53326dc8e Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Wed, 17 Apr 2024 15:51:16 -0700 Subject: [PATCH 25/31] doc changes --- vision_agent/tools/__init__.py | 1 + vision_agent/tools/tools.py | 10 +++++----- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/vision_agent/tools/__init__.py b/vision_agent/tools/__init__.py index 63931c9f..2e93e340 100644 --- a/vision_agent/tools/__init__.py +++ b/vision_agent/tools/__init__.py @@ -9,6 +9,7 @@ ExtractFrames, GroundingDINO, GroundingSAM, + DINOv, ImageCaption, SegArea, SegIoU, diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index c8c9d52e..65d43943 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -392,7 +392,7 @@ class DINOv(Tool): _ENDPOINT = "https://rkgkjvqgh7vbzjdb23tr7eay4a0vczdo.lambda-url.us-east-2.on.aws" name = "dinov_" - description = "'dinov_' is a tool that can detect and segment similar objects with the given input segmentation masks." + description = "'dinov_' is a tool that can detect and segment similar objects given a reference segmentation mask." usage = { "required_parameters": [ {"name": "prompt", "type": "List[Dict[str, str]]"}, @@ -403,17 +403,17 @@ class DINOv(Tool): "scenario": "Can you find all the balloons in this image that is similar to the provided masked area?", "parameters": { "prompt": [ - {"mask": "balloon_mask1.jpg", "image": "balloon.jpg"}, - {"mask": "balloon_mask2.jpg", "image": "balloon.jpg"}, + {"mask": "reference_balloon_mask1.jpg", "image": "balloon.jpg"}, + {"mask": "reference_balloon_mask2.jpg", "image": "balloon.jpg"}, ], "image": "input.jpg", }, }, { - "scenario": "Count all the objects in this image that is similar to the provided masked area? image: input.jpg, mask: mask.jpg, mask_image: background.jpg", + "scenario": "Count all the objects in this image that is similar to the provided masked area? Image name: input.jpg, Reference mask: mask.jpg, Mask image: background.jpg", "parameters": { "prompt": [ - {"mask": "obj_mask1.jpg", "image": "background.jpg"}, + {"mask": "reference_obj_mask1.jpg", "image": "background.jpg"}, ], "image": "input.jpg", }, From d1d3268b2a255344e8e9e3b92d1cdeee7ba6d0ab Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Wed, 17 Apr 2024 15:58:11 -0700 Subject: [PATCH 26/31] fixed merge issues --- vision_agent/tools/tools.py | 38 +++++++++++++++++++++---------------- 1 file changed, 22 insertions(+), 16 deletions(-) diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 65d43943..192b2a1f 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -440,23 +440,29 @@ def __call__( data = { "prompt": prompt, "image": image_b64, - "tool": "visual_grounding_segment", - "kwargs": {"box_threshold": box_threshold, "iou_threshold": iou_threshold}, } - data: Dict[str, Any] = _send_inference_request(request_data, "tools") - ret_pred: Dict[str, List] = {"labels": [], "bboxes": [], "masks": []} - if "bboxes" in data: - ret_pred["bboxes"] = [ - normalize_bbox(box, image_size) for box in data["bboxes"] - ] - if "masks" in data: - ret_pred["masks"] = [ - rle_decode(mask_rle=mask, shape=data["mask_shape"]) - for mask in data["masks"] - ] - ret_pred["labels"] = data["labels"] - ret_pred["scores"] = data["scores"] - return ret_pred + res = requests.post( + self._ENDPOINT, + headers={"Content-Type": "application/json"}, + json=data, + ) + resp_json: Dict[str, Any] = res.json() + if ( + "statusCode" in resp_json and resp_json["statusCode"] != 200 + ) or "statusCode" not in resp_json: + _LOGGER.error(f"Request failed: {resp_json}") + raise ValueError(f"Request failed: {resp_json}") + rets = resp_json["data"] + shape = rets.pop("mask_shape") + mask_files = [] + for encoded_mask in rets["masks"]: + mask = rle_decode(mask_rle=encoded_mask, shape=shape) + with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: + Image.fromarray(mask * 255).save(tmp) + mask_files.append(tmp.name) + rets["masks"] = mask_files + rets["labels"] = ["visual prompt" for _ in range(len(mask_files))] + return rets class AgentGroundingSAM(GroundingSAM): From 81f3cf39d05d6f14e3d66d6e57431d201d8f4032 Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Thu, 18 Apr 2024 11:32:02 -0700 Subject: [PATCH 27/31] fix color issue --- vision_agent/image_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vision_agent/image_utils.py b/vision_agent/image_utils.py index d0164e11..3a34fe93 100644 --- a/vision_agent/image_utils.py +++ b/vision_agent/image_utils.py @@ -103,7 +103,7 @@ def overlay_bboxes( elif isinstance(image, np.ndarray): image = Image.fromarray(image) - color = {label: COLORS[i % len(COLORS)] for i, label in enumerate(bboxes["labels"])} + color = {label: COLORS[i % len(COLORS)] for i, label in enumerate(set(bboxes["labels"]))} width, height = image.size fontsize = max(12, int(min(width, height) / 40)) From 2a6908201471d1af760314bcf6b527d3a393bc7f Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Thu, 18 Apr 2024 11:32:21 -0700 Subject: [PATCH 28/31] add dinov with updated endpoint --- vision_agent/tools/tools.py | 46 ++++++++++++++++++++----------------- 1 file changed, 25 insertions(+), 21 deletions(-) diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 192b2a1f..5461999b 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -389,8 +389,6 @@ class DINOv(Tool): [1, 1, 1, ..., 1, 1, 1]], dtype=uint8)]}] """ - _ENDPOINT = "https://rkgkjvqgh7vbzjdb23tr7eay4a0vczdo.lambda-url.us-east-2.on.aws" - name = "dinov_" description = "'dinov_' is a tool that can detect and segment similar objects given a reference segmentation mask." usage = { @@ -437,31 +435,36 @@ def __call__( for p in prompt: p["mask"] = convert_to_b64(p["mask"]) p["image"] = convert_to_b64(p["image"]) - data = { + request_data = { "prompt": prompt, "image": image_b64, + "tool": "dinov", } - res = requests.post( - self._ENDPOINT, - headers={"Content-Type": "application/json"}, - json=data, - ) - resp_json: Dict[str, Any] = res.json() - if ( - "statusCode" in resp_json and resp_json["statusCode"] != 200 - ) or "statusCode" not in resp_json: - _LOGGER.error(f"Request failed: {resp_json}") - raise ValueError(f"Request failed: {resp_json}") - rets = resp_json["data"] - shape = rets.pop("mask_shape") + data: Dict[str, Any] = _send_inference_request(request_data, "dinov") + if "bboxes" in data: + data["bboxes"] = [normalize_bbox(box, data["mask_shape"]) for box in data["bboxes"]] + if "masks" in data: + data["masks"] = [ + rle_decode(mask_rle=mask, shape=data["mask_shape"]) for mask in data["masks"] + ] + data["labels"] = ["visual prompt" for _ in range(len(data["masks"]))] + return data + + +class AgentDINOv(DINOv): + def __call__( + self, + prompt: List[Dict[str, str]], + image: Union[str, ImageType], + ) -> Dict: + rets = super().__call__(prompt, image) mask_files = [] - for encoded_mask in rets["masks"]: - mask = rle_decode(mask_rle=encoded_mask, shape=shape) + for mask in rets["masks"]: with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: - Image.fromarray(mask * 255).save(tmp) - mask_files.append(tmp.name) + file_name = Path(tmp.name).with_suffix(".mask.png") + Image.fromarray(mask * 255).save(file_name) + mask_files.append(str(file_name)) rets["masks"] = mask_files - rets["labels"] = ["visual prompt" for _ in range(len(mask_files))] return rets @@ -745,6 +748,7 @@ def __call__(self, equation: str) -> float: ImageCaption, GroundingDINO, AgentGroundingSAM, + AgentDINOv, ExtractFrames, Crop, BboxArea, From 34580e1257aa903848387198ca73c043e381fa93 Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Thu, 18 Apr 2024 11:35:55 -0700 Subject: [PATCH 29/31] formatting fix --- vision_agent/image_utils.py | 4 +++- vision_agent/tools/__init__.py | 2 +- vision_agent/tools/tools.py | 7 +++++-- 3 files changed, 9 insertions(+), 4 deletions(-) diff --git a/vision_agent/image_utils.py b/vision_agent/image_utils.py index 3a34fe93..f36a2033 100644 --- a/vision_agent/image_utils.py +++ b/vision_agent/image_utils.py @@ -103,7 +103,9 @@ def overlay_bboxes( elif isinstance(image, np.ndarray): image = Image.fromarray(image) - color = {label: COLORS[i % len(COLORS)] for i, label in enumerate(set(bboxes["labels"]))} + color = { + label: COLORS[i % len(COLORS)] for i, label in enumerate(set(bboxes["labels"])) + } width, height = image.size fontsize = max(12, int(min(width, height) / 40)) diff --git a/vision_agent/tools/__init__.py b/vision_agent/tools/__init__.py index 2e93e340..1c1c6e73 100644 --- a/vision_agent/tools/__init__.py +++ b/vision_agent/tools/__init__.py @@ -6,10 +6,10 @@ BboxIoU, BoxDistance, Crop, + DINOv, ExtractFrames, GroundingDINO, GroundingSAM, - DINOv, ImageCaption, SegArea, SegIoU, diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index 5461999b..f53ee372 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -442,10 +442,13 @@ def __call__( } data: Dict[str, Any] = _send_inference_request(request_data, "dinov") if "bboxes" in data: - data["bboxes"] = [normalize_bbox(box, data["mask_shape"]) for box in data["bboxes"]] + data["bboxes"] = [ + normalize_bbox(box, data["mask_shape"]) for box in data["bboxes"] + ] if "masks" in data: data["masks"] = [ - rle_decode(mask_rle=mask, shape=data["mask_shape"]) for mask in data["masks"] + rle_decode(mask_rle=mask, shape=data["mask_shape"]) + for mask in data["masks"] ] data["labels"] = ["visual prompt" for _ in range(len(data["masks"]))] return data From 6b232ed03f658f5de736e169069d85447daf7199 Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Thu, 18 Apr 2024 15:24:56 -0700 Subject: [PATCH 30/31] added reference mask support --- examples/mask_app/app.py | 35 ++++++++++++++++++++++++++++++ examples/mask_app/requirements.txt | 2 ++ vision_agent/agent/vision_agent.py | 8 +++++++ vision_agent/tools/tools.py | 11 +++++----- 4 files changed, 50 insertions(+), 6 deletions(-) create mode 100644 examples/mask_app/app.py create mode 100644 examples/mask_app/requirements.txt diff --git a/examples/mask_app/app.py b/examples/mask_app/app.py new file mode 100644 index 00000000..881efba7 --- /dev/null +++ b/examples/mask_app/app.py @@ -0,0 +1,35 @@ +import cv2 +import numpy as np +import streamlit as st +from PIL import Image +from streamlit_drawable_canvas import st_canvas + +st.title("Image Segmentation Mask App") + +uploaded_file = st.file_uploader("Choose an image...", type=["jpg", "png"]) +if uploaded_file is not None: + image = Image.open(uploaded_file) + orig_size = image.size + +stroke_width = st.sidebar.slider("Stroke width: ", 1, 50, 25) +stroke_color = st.sidebar.color_picker("Stroke color hex: ") + +canvas_result = st_canvas( + fill_color="rgba(255, 165, 0, 0.3)", # Fixed fill color with some opacity + stroke_width=stroke_width, + stroke_color=stroke_color, + background_color="#eee", + background_image=Image.open(uploaded_file) if uploaded_file else None, + update_streamlit=True, + height=500, + drawing_mode="freedraw", + key="canvas", +) + +if canvas_result.image_data is not None: + mask = canvas_result.image_data.astype("uint8")[..., 3] + mask[mask > 0] = 255 + if st.button("Save Mask Image") and orig_size: + mask = cv2.resize(mask, orig_size, interpolation=cv2.INTER_NEAREST) + cv2.imwrite("mask.png", mask) + st.success("Mask Image saved successfully.") diff --git a/examples/mask_app/requirements.txt b/examples/mask_app/requirements.txt new file mode 100644 index 00000000..3ce2aea0 --- /dev/null +++ b/examples/mask_app/requirements.txt @@ -0,0 +1,2 @@ +streamlit +streamlit-drawable-canvas diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py index a3f09b82..44c3aa08 100644 --- a/vision_agent/agent/vision_agent.py +++ b/vision_agent/agent/vision_agent.py @@ -365,6 +365,7 @@ def visualize_result(all_tool_results: List[Dict]) -> Sequence[Union[str, Path]] "grounding_sam_", "grounding_dino_", "extract_frames_", + "dinov_", ]: continue @@ -469,11 +470,18 @@ def chat_with_workflow( self, chat: List[Dict[str, str]], image: Optional[Union[str, Path]] = None, + reference_data: Optional[Dict[str, str]] = None, visualize_output: Optional[bool] = False, ) -> Tuple[str, List[Dict]]: question = chat[0]["content"] if image: question += f" Image name: {image}" + if reference_data: + if not ("image" in reference_data and "mask" in reference_data): + raise ValueError( + f"Reference data must contain 'image' and 'mask'. but got {reference_data}" + ) + question += f" Reference image: {reference_data['image']}, Reference mask: {reference_data['mask']}" reflections = "" final_answer = "" diff --git a/vision_agent/tools/tools.py b/vision_agent/tools/tools.py index f53ee372..6d2a7b47 100644 --- a/vision_agent/tools/tools.py +++ b/vision_agent/tools/tools.py @@ -398,22 +398,21 @@ class DINOv(Tool): ], "examples": [ { - "scenario": "Can you find all the balloons in this image that is similar to the provided masked area?", + "scenario": "Can you find all the balloons in this image that is similar to the provided masked area? Image name: input.jpg Reference image: balloon.jpg Reference mask: balloon_mask.jpg", "parameters": { "prompt": [ - {"mask": "reference_balloon_mask1.jpg", "image": "balloon.jpg"}, - {"mask": "reference_balloon_mask2.jpg", "image": "balloon.jpg"}, + {"mask": "balloon_mask.jpg", "image": "balloon.jpg"}, ], "image": "input.jpg", }, }, { - "scenario": "Count all the objects in this image that is similar to the provided masked area? Image name: input.jpg, Reference mask: mask.jpg, Mask image: background.jpg", + "scenario": "Detect all the objects in this image that are similar to the provided mask. Image name: original.jpg Reference image: mask.png Reference mask: background.png", "parameters": { "prompt": [ - {"mask": "reference_obj_mask1.jpg", "image": "background.jpg"}, + {"mask": "mask.png", "image": "background.png"}, ], - "image": "input.jpg", + "image": "original.jpg", }, }, ], From 20a687ae3bf8c1ca01311e27fdf29eacc3935efb Mon Sep 17 00:00:00 2001 From: Dillon Laird Date: Thu, 18 Apr 2024 15:27:55 -0700 Subject: [PATCH 31/31] fix linting --- examples/mask_app/app.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/mask_app/app.py b/examples/mask_app/app.py index 881efba7..23a5fc78 100644 --- a/examples/mask_app/app.py +++ b/examples/mask_app/app.py @@ -1,5 +1,4 @@ import cv2 -import numpy as np import streamlit as st from PIL import Image from streamlit_drawable_canvas import st_canvas

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