From 2dbbbee0b66bd55caa67a359d7add606b2b51c73 Mon Sep 17 00:00:00 2001 From: shankar-landing-ai Date: Tue, 27 Feb 2024 17:16:34 -0800 Subject: [PATCH 1/4] add example folder and files --- README.md | 2 +- examples/img/ct_scan1.jpg | Bin 0 -> 84274 bytes examples/img/ct_scan2.jpg | Bin 0 -> 67316 bytes examples/img/doc1.jpg | Bin 0 -> 299340 bytes examples/img/doc2.jpg | Bin 0 -> 406244 bytes examples/lmm_example.ipynb | 198 +++++++++++++++++++++++++++++++++++++ 6 files changed, 199 insertions(+), 1 deletion(-) create mode 100644 examples/img/ct_scan1.jpg create mode 100644 examples/img/ct_scan2.jpg create mode 100644 examples/img/doc1.jpg create mode 100644 examples/img/doc2.jpg create mode 100644 examples/lmm_example.ipynb diff --git a/README.md b/README.md index 463e8a50..34a6ecda 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@ To get started you can create an LMM and start generating text from images. The ```python import vision_agent as va -model = va.lmm.get_model("llava") +model = va.lmm.get_lmm("llava") model.generate("Describe this image", "image.png") >>> "A yellow house with a green lawn." ``` diff --git a/examples/img/ct_scan1.jpg b/examples/img/ct_scan1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b5d3fdf292a93dcc3e62d508292af8cf392e6ec GIT binary patch literal 84274 zcmeFYcR1V8`!^m%?W$eWj?r4J+1jI4Rjryas%Au}T2V1d?V_kCirOooW{jZ3D2m#| zOte}QNsXrFKo|; zC@25`ipvM!ViBNw`R;$M{il=vwH_|-zW5Aap}hjQ0-&T223%pGpk$%A=mQ8`{!Z%u z(Kq0KYZO-~si?2g(9+Q}Twc(89dLz$lJW`_B{ek_)#cUUm!AWuSg2Wr?rL9UGk2j8 z_Gg!Sm0mM@#-iz()9~k^HG(0&qJu^EuzktIN*1!MQ`1xydi}Yvz;PB`#`QPz>a8X?1{NLOE z0QP^u#d3-33KbP470rKeQCtbRG)fjKYN5MVS+&h+T>ROD!cUe_t1&RTM#*( zy_lfq1S;S~N&kWN-;w>l0~Y;1h3x+T_J88S0T?MMF8@4A7Jw$;0-$*;Q5;48U-n;P z@LzM_zvjUIU*~{i7&d~7B=APjR>73P>t$hrBIM1D-wHMN_rzIpL=tPoY|Udkk)~45 z!aCxTW|tk*_VshT56*1XzB|#qH6ZB@^79f=2R8nTt7J=T<09+=Fv$7#QR>8Mq^DPV 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"execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "```json { \"table_title\": \"TRANSFERRED AND TERMINATED MEMBERS\" } ```\n" + ] + } + ], "source": [ - "image_path = \"img/doc1.jpg\"\n", + "image_path = \"img/doc3.jpg\"\n", "prompt = \"Here is the image of a page from a document. Parse this document, if you can find a table and its columns in the page, print Table Title in json format and if not found Table title will be 'N/A'\"\n", - "resp = model.generate(image_path, prompt, temperature=0.1, max_new_tokens=2000)\n", + "# The llava model can take two additional parameters\n", + "# temperature (float): The temperature parameter for text generation. Higher values (e.g., 1.0) make the output more random, while lower values (e.g., 0.1) make it more deterministic. Default is 0.2.\n", + "# max_new_tokens (int): The maximum number of tokens to generate. Default is 256.\n", + "resp = model.generate(prompt, image_path, temperature=0.1, max_new_tokens=1500)\n", "print(textwrap.fill(resp, 80))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Write a post-processing function to parse the output and get the desired result. Here its a simple one where it looks for N/A and json like output and acts accordingly. \n", + "You can replace these with any python operations like regex, string manipulations etc" + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "if \"N/A\" in resp:\n", - " title = None\n", - "else:\n", - " try:\n", - " title = json.loads(resp[resp.find(\"{\"):resp.find(\"}\")+1])\n", - " except:\n", + "def get_table_title(resp):\n", + " if \"N/A\" in resp:\n", " title = None\n", - "print(title['table_title'] if title else \"N/A\")" + " else:\n", + " try:\n", + " title = json.loads(resp[resp.find(\"{\"):resp.find(\"}\")+1])\n", + " except:\n", + " title = None\n", + " return title['table_title'] if title else \"N/A\"" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 3/3 [00:19<00:00, 6.49s/it]\n" + ] + }, + { + "data": { + "text/html": [ + "

    " + ], + "text/plain": [ + " image_paths image_id \\\n", + "0 img/doc1.jpg 75499b5e-ffeb-4736-8492-fca4baa37987 \n", + "1 img/doc2.jpg 1a8a24c1-caf1-4c69-876c-0d63712b3f7a \n", + "2 img/doc3.jpg b7b78c26-8584-492d-8bb7-35ce91e83c77 \n", + "\n", + " table_title \n", + "0 N/A \n", + "1 N/A \n", + "2 TRANSFERRED AND TERMINATED MEMBERS " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_doc = pd.DataFrame({\"image_paths\": [\"img/doc1.jpg\", \"img/doc2.jpg\", \"img/doc3.jpg\"]})\n", + "ds = va.data.DataStore(df_doc)\n", + "ds = ds.add_lmm(model)\n", + "ds = ds.add_column(name=\"table_title\", prompt=prompt, func=get_table_title)\n", + "ds.df" ] }, { @@ -129,17 +235,92 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The image you've provided appears to be a cross-sectional view of a kidney,\n", + "likely from a CT scan. Based on the image, there are several features that could\n", + "be indicative of certain conditions: 1. Cyst: There are multiple round, well-\n", + "defined structures that could be cysts. These are typically seen as round,\n", + "fluid-filled spaces within the kidney. 2. Stone: There is a small, dense, round\n", + "structure that could be a kidney stone. Kidney stones are usually seen as bright\n", + "white, round, or irregularly shaped objects within the kidney. 3. Tumor: There\n", + "is a large, irregular mass in the center of the kidney that could be a tumor.\n", + "Tumors can vary in appearance, but they are often irregularly shaped and may\n", + "have a different density compared to the surrounding tissue. 4. Normal: The\n", + "rest of the kidney appears to be of normal density and texture, without any\n", + "obvious signs of infection or inflammation. It's important to note that a\n", + "definitive diagnosis would require a medical professional to review the entire\n", + "scan and consider other clinical information. The interpretation of medical\n", + "images should always be done by a qualified healthcare provider.\n" + ] + } + ], + "source": [ + "image_path = \"img/ct_scan1.jpg\"\n", + "ct_prompt = \"Here is the image of kidney CT scan, Based on the CT image, Describe if the image has features that corresponds to 'Cyst' or 'Stone' or 'Tumor'. If there are no abnormalities respond its 'Normal'\"\n", + "resp = model.generate(ct_prompt, image_path)\n", + "print(textwrap.fill(resp, 80))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a datastore and add the lmm model " + ] + }, + { + "cell_type": "code", + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "data = {\n", - " \"Tumor\": [],\n", - " \"Cyst\": [],\n", - " \"Stone\": [],\n", - " \"Normal\": []\n", - "}\n", - "df = pd.DataFrame(data)" + "df_ct = pd.DataFrame({\"image_paths\": [\"img/ct_scan1.jpg\", \"img/ct_scan2.jpg\"]})\n", + "ds_ct = va.data.DataStore(df_ct)\n", + "ds_ct = ds_ct.add_lmm(model)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Prompt the model to perform analysis on the image" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/2 [00:00 Self: self.lmm = lmm return self - def add_column(self, name: str, prompt: str) -> Self: + def add_column(self, name: str, prompt: str, func: Optional[Callable[[str], str]] = None) -> Self: r"""Adds a new column to the DataFrame containing the generated metadata from the LMM. Args: name (str): The name of the column to be added. prompt (str): The prompt to be used to generate the metadata. + func (Optional[Callable[[Any], Any]]): A Python function to be applied on the output of `lmm.generate`. Defaults to None. """ if self.lmm is None: raise ValueError("LMM not set yet") self.df[name] = self.df["image_paths"].progress_apply( # type: ignore - lambda x: self.lmm.generate(prompt, image=x) + lambda x: func(self.lmm.generate(prompt, image=x)) if func else self.lmm.generate(prompt, image=x) ) return self diff --git a/vision_agent/lmm/lmm.py b/vision_agent/lmm/lmm.py index 0d31cd3d..dde02ca7 100644 --- a/vision_agent/lmm/lmm.py +++ b/vision_agent/lmm/lmm.py @@ -26,10 +26,18 @@ class LLaVALMM(LMM): def __init__(self, name: str): self.name = name - def generate(self, prompt: str, image: Optional[Union[str, Path]] = None) -> str: + def generate( + self, + prompt: str, + image: Optional[Union[str, Path]] = None, + temperature: float = 0.2, + max_new_tokens: int = 256, + ) -> str: data = {"prompt": prompt} if image: data["image"] = encode_image(image) + data["temperature"] = temperature + data["max_new_tokens"] = max_new_tokens res = requests.post( BASETEN_URL, headers={"Authorization": f"Api-Key {BASETEN_API_KEY}"}, From 8df3e6b44d06e1f74cb5b5e66b288ebddc051ad3 Mon Sep 17 00:00:00 2001 From: shankar-landing-ai Date: Wed, 28 Feb 2024 12:52:02 -0800 Subject: [PATCH 3/4] fix linting --- vision_agent/data/data.py | 10 ++++++++-- vision_agent/lmm/lmm.py | 10 +++++----- 2 files changed, 13 insertions(+), 7 deletions(-) diff --git a/vision_agent/data/data.py b/vision_agent/data/data.py index cc069fa3..bdf381a9 100644 --- a/vision_agent/data/data.py +++ b/vision_agent/data/data.py @@ -44,7 +44,9 @@ def add_lmm(self, lmm: LMM) -> Self: self.lmm = lmm return self - def add_column(self, name: str, prompt: str, func: Optional[Callable[[str], str]] = None) -> Self: + def add_column( + self, name: str, prompt: str, func: Optional[Callable[[str], str]] = None + ) -> Self: r"""Adds a new column to the DataFrame containing the generated metadata from the LMM. Args: @@ -56,7 +58,11 @@ def add_column(self, name: str, prompt: str, func: Optional[Callable[[str], str] raise ValueError("LMM not set yet") self.df[name] = self.df["image_paths"].progress_apply( # type: ignore - lambda x: func(self.lmm.generate(prompt, image=x)) if func else self.lmm.generate(prompt, image=x) + lambda x: ( + func(self.lmm.generate(prompt, image=x)) + if func + else self.lmm.generate(prompt, image=x) + ) ) return self diff --git a/vision_agent/lmm/lmm.py b/vision_agent/lmm/lmm.py index 1ab74bba..de4d255d 100644 --- a/vision_agent/lmm/lmm.py +++ b/vision_agent/lmm/lmm.py @@ -32,11 +32,11 @@ def __init__(self, name: str): self.name = name def generate( - self, - prompt: str, - image: Optional[Union[str, Path]] = None, - temperature: float = 0.2, - max_new_tokens: int = 256, + self, + prompt: str, + image: Optional[Union[str, Path]] = None, + temperature: float = 0.2, + max_new_tokens: int = 256, ) -> str: data = {"prompt": prompt} if image: From 4aa17e7c8ec771f9d2a72f4d756627f931754955 Mon Sep 17 00:00:00 2001 From: shankar-landing-ai Date: Wed, 28 Feb 2024 12:59:15 -0800 Subject: [PATCH 4/4] rename notebook and fix mypy errors --- examples/{lmm_example.ipynb => va_example.ipynb} | 2 +- vision_agent/lmm/lmm.py | 8 ++++---- 2 files changed, 5 insertions(+), 5 deletions(-) rename examples/{lmm_example.ipynb => va_example.ipynb} (99%) diff --git a/examples/lmm_example.ipynb b/examples/va_example.ipynb similarity index 99% rename from examples/lmm_example.ipynb rename to examples/va_example.ipynb index d0b2547d..d43173f3 100644 --- a/examples/lmm_example.ipynb +++ b/examples/va_example.ipynb @@ -82,7 +82,7 @@ "prompt = \"Here is the image of a page from a document. Parse this document, if you can find a table and its columns in the page, print Table Title in json format and if not found Table title will be 'N/A'\"\n", "# The llava model can take two additional parameters\n", "# temperature (float): The temperature parameter for text generation. Higher values (e.g., 1.0) make the output more random, while lower values (e.g., 0.1) make it more deterministic. Default is 0.2.\n", - "# max_new_tokens (int): The maximum number of tokens to generate. Default is 256.\n", + "# max_new_tokens (int): The maximum number of tokens to generate. Default is 1500.\n", "resp = model.generate(prompt, image_path, temperature=0.1, max_new_tokens=1500)\n", "print(textwrap.fill(resp, 80))" ] diff --git a/vision_agent/lmm/lmm.py b/vision_agent/lmm/lmm.py index de4d255d..bdd4cc52 100644 --- a/vision_agent/lmm/lmm.py +++ b/vision_agent/lmm/lmm.py @@ -35,14 +35,14 @@ def generate( self, prompt: str, image: Optional[Union[str, Path]] = None, - temperature: float = 0.2, - max_new_tokens: int = 256, + temperature: float = 0.1, + max_new_tokens: int = 1500, ) -> str: data = {"prompt": prompt} if image: data["image"] = encode_image(image) - data["temperature"] = temperature - data["max_new_tokens"] = max_new_tokens + data["temperature"] = temperature # type: ignore + data["max_new_tokens"] = max_new_tokens # type: ignore res = requests.post( _LLAVA_ENDPOINT, headers={"Content-Type": "application/json"},

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sample query and image." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "image_path = \"img/doc1.jpg\"\n", + "prompt = \"Here is the image of a page from a document. Parse this document, if you can find a table and its columns in the page, print Table Title in json format and if not found Table title will be 'N/A'\"\n", + "resp = model.generate(image_path, prompt, temperature=0.1, max_new_tokens=2000)\n", + "print(textwrap.fill(resp, 80))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "if \"N/A\" in resp:\n", + " title = None\n", + "else:\n", + " try:\n", + " title = json.loads(resp[resp.find(\"{\"):resp.find(\"}\")+1])\n", + " except:\n", + " title = None\n", + "print(title['table_title'] if title else \"N/A\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analyze CT scan images" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Image(filename=\"img/ct_scan1.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here the goal is to get the LMM to look at a CT scan image and get it to respond whether it has any abnormalities" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data = {\n", + " \"Tumor\": [],\n", + " \"Cyst\": [],\n", + " \"Stone\": [],\n", + " \"Normal\": []\n", + "}\n", + "df = pd.DataFrame(data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "image_path = \"img/ct_scan1.jpg\"\n", + "prompt = \"Here is the image of kidney CT scan, Based on the CT image, categorize it as either 'Cyst' or 'Stone' or 'Tumor' or 'Normal' with probabilities to best of your ability. You can only respond with one category\"\n", + "resp = model.generate(image_path, prompt, temperature=0.1, max_new_tokens=2000)\n", + "print(textwrap.fill(resp, 80))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "row = {col_name: \"Probable\" if col_name in resp else \"Not Probable\" for col_name in df.columns}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df.loc[len(df.index)] = row\n", + "df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "py310", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 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