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Updata broken links (#502)
* Update all broken links
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.github/CONTRIBUTING.md

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@@ -17,7 +17,7 @@ We appreciate all contributions. If you are interested in contributing to `yolor
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- If you would like to fix a bug
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- please pick one from the [list of open issues labelled as "help wanted"](https://github.com/zhiqwang/yolov5-rt-stack/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)
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- please pick one from the [list of open issues labelled as "help wanted"](https://github.com/zhiqwang/yolort/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)
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- comment on the issue that you want to work on this issue
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- send a PR with your fix, see below.
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```bash
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git clone https://github.com/zhiqwang/yolort.git
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cd yolov5-rt-stack
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cd yolort
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pip install -e .
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```
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- :white_check_mark: Verify your PR is **up-to-date with upstream/main**. You could update your PR to upstream/main by running the following code, don't forget replacing 'feature' with the name of your local branch:
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```bash
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git remote add upstream https://github.com/zhiqwang/yolov5-rt-stack.git
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git remote add upstream https://github.com/zhiqwang/yolort.git
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git fetch upstream
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git rebase upstream/main
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git checkout -b feature # <--- REPLACE 'feature' WITH YOUR LOCAL BRANCH NAME

.github/ISSUE_TEMPLATE/bug-report.yml

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- type: markdown
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attributes:
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value: >
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#### Before submitting a bug, please make sure the issue hasn't been already addressed by searching through [the existing and past issues](https://github.com/zhiqwang/yolov5-rt-stack/issues?q=is%3Aissue+sort%3Acreated-desc+).
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#### Before submitting a bug, please make sure the issue hasn't been already addressed by searching through [the existing and past issues](https://github.com/zhiqwang/yolort/issues?q=is%3Aissue+sort%3Acreated-desc+).
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- type: textarea
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attributes:
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label: 🐛 Describe the bug

.github/ISSUE_TEMPLATE/config.yml

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blank_issues_enabled: true
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contact_links:
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- name: Usage questions
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url: https://github.com/zhiqwang/yolov5-rt-stack/discussions
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url: https://github.com/zhiqwang/yolort/discussions
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about: Ask questions and discuss with other yolort community members

.github/ISSUE_TEMPLATE/documentation.yml

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name: 📚 Documentation
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description: Report an issue related to https://github.com/zhiqwang/yolov5-rt-stack/tree/master/docs
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description: Report an issue related to https://github.com/zhiqwang/yolort/tree/master/docs
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body:
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- type: textarea
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attributes:
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label: 📚 The doc issue
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description: >
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A clear and concise description of what content in https://github.com/zhiqwang/yolov5-rt-stack/tree/master/docs is an issue.
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A clear and concise description of what content in https://github.com/zhiqwang/yolort/tree/master/docs is an issue.
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validations:
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required: true
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- type: textarea

README.md

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[Installation Instructions](https://zhiqwang.com/yolort/installation.html)
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[Deployment](#-deployment)
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[Contributing](.github/CONTRIBUTING.md)
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[Reporting Issues](https://github.com/zhiqwang/yolov5-rt-stack/issues/new?assignees=&labels=&template=bug-report.yml)
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[Reporting Issues](https://github.com/zhiqwang/yolort/issues/new?assignees=&labels=&template=bug-report.yml)
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______________________________________________________________________
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[![Python Version](https://img.shields.io/badge/Python-3.6--3.10-FFD43B?logo=python)](https://pypi.org/project/yolort/)
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[![PyPI version](https://img.shields.io/pypi/v/yolort?color=4D97FF&logo=PyPI)](https://badge.fury.io/py/yolort)
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[![PyPI downloads](https://static.pepy.tech/personalized-badge/yolort?period=total&units=international_system&left_color=grey&right_color=brightgreen&left_text=pypi%20downloads)](https://pepy.tech/project/yolort)
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[![Github downloads](https://img.shields.io/github/downloads/zhiqwang/yolov5-rt-stack/total?label=Model%20downloads&logo=PyTorch&color=FF6F00&logoColor=EE4C2C)](https://github.com/zhiqwang/yolov5-rt-stack/releases)
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[![Github downloads](https://img.shields.io/github/downloads/zhiqwang/yolort/total?label=Model%20downloads&logo=PyTorch&color=FF6F00&logoColor=EE4C2C)](https://github.com/zhiqwang/yolort/releases)
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[![Slack](https://img.shields.io/badge/Slack%20chat-4A154B?logo=slack&logoColor=white)](https://join.slack.com/t/yolort/shared_invite/zt-mqwc7235-940aAh8IaKYeWclrJx10SA)
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[![PRs Welcome](https://img.shields.io/badge/PRs%20welcome-792EE5?logo=GitHub-Sponsors&logoColor=#white)](.github/CONTRIBUTING.md)
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[![CI testing](https://github.com/zhiqwang/yolov5-rt-stack/actions/workflows/ci-test.yml/badge.svg)](https://github.com/zhiqwang/yolov5-rt-stack/actions/workflows/ci-test.yml)
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[![Build & deploy docs](https://github.com/zhiqwang/yolov5-rt-stack/actions/workflows/gh-pages.yml/badge.svg)](https://github.com/zhiqwang/yolov5-rt-stack/tree/gh-pages)
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[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/zhiqwang/yolov5-rt-stack/main.svg)](https://results.pre-commit.ci/latest/github/zhiqwang/yolov5-rt-stack/main)
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[![codecov](https://codecov.io/gh/zhiqwang/yolov5-rt-stack/branch/main/graph/badge.svg?token=1GX96EA72Y)](https://codecov.io/gh/zhiqwang/yolov5-rt-stack)
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[![CI testing](https://github.com/zhiqwang/yolort/actions/workflows/ci-test.yml/badge.svg)](https://github.com/zhiqwang/yolort/actions/workflows/ci-test.yml)
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[![Build & deploy docs](https://github.com/zhiqwang/yolort/actions/workflows/gh-pages.yml/badge.svg)](https://github.com/zhiqwang/yolort/tree/gh-pages)
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[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/zhiqwang/yolort/main.svg)](https://results.pre-commit.ci/latest/github/zhiqwang/yolort/main)
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[![codecov](https://codecov.io/gh/zhiqwang/yolort/branch/main/graph/badge.svg?token=1GX96EA72Y)](https://codecov.io/gh/zhiqwang/yolort)
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______________________________________________________________________
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```shell
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# clone yolort repository locally
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git clone https://github.com/zhiqwang/yolov5-rt-stack.git
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cd yolov5-rt-stack
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git clone https://github.com/zhiqwang/yolort.git
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cd yolort
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# install in editable mode
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pip install -e .
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```
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The models are also available via torch hub, to load `yolov5s` with pretrained weights simply do:
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```python
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model = torch.hub.load("zhiqwang/yolov5-rt-stack:main", "yolov5s", pretrained=True)
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model = torch.hub.load("zhiqwang/yolort:main", "yolov5s", pretrained=True)
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```
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### Loading checkpoint from official yolov5
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We love your input! Please see our [Contributing Guide](.github/CONTRIBUTING.md) to get started and for how to help out. Thank you to all our contributors! If you like this project please consider ⭐ this repo, as it is the simplest way to support us.
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[![Contributors](https://contrib.rocks/image?repo=zhiqwang/yolov5-rt-stack)](https://github.com/zhiqwang/yolov5-rt-stack/graphs/contributors)
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[![Contributors](https://contrib.rocks/image?repo=zhiqwang/yolort)](https://github.com/zhiqwang/yolort/graphs/contributors)
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## 📖 Citing yolort
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@Misc{yolort2021,
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author = {Zhiqiang Wang and Song Lin and Shiquan Yu and Wei Zeng and Fidan Kharrasov},
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title = {YOLORT: A runtime stack for object detection on specialized accelerators},
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howpublished = {\url{https://github.com/zhiqwang/yolov5-rt-stack}},
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howpublished = {\url{https://github.com/zhiqwang/yolort}},
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year = {2021}
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}
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```

deployment/tensorrt-yolov6/README.md

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1. 下载 yolort 源码:
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```sh
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git clone https://github.com/zhiqwang/yolov5-rt-stack.git
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git clone https://github.com/zhiqwang/yolort.git
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cd yolort/deployment/tensorrt-yolov6
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```
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1. 导出 ONNX 的时候请务必包含 EfficientNMS 算子, 稍后我们会加入一个更清晰的流程. ~从 YOLOv6 官方地址下载 ONNX 模型,如 [yolov6n.onnx](https://github.com/meituan/YOLOv6/releases/download/0.1.0/yolov6n.onnx)~.

deployment/tensorrt/README.md

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## Usage
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Here we will mainly discuss how to use the C++ interface, we recommend that you check out our [tutorial](https://zhiqwang.com/yolov5-rt-stack/notebooks/onnx-graphsurgeon-inference-tensorrt.html) first.
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Here we will mainly discuss how to use the C++ interface, we recommend that you check out our [tutorial](https://zhiqwang.com/yolort/notebooks/onnx-graphsurgeon-inference-tensorrt.html) first.
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docs/source/conf.py

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nbsphinx_epilog = """
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View this document as a notebook:
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https://github.com/zhiqwang/yolov5-rt-stack/blob/main/{{ env.doc2path(env.docname, base=None) }}
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https://github.com/zhiqwang/yolort/blob/main/{{ env.doc2path(env.docname, base=None) }}
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"base_url": "https://zhiqwang.com/yolov5-rt-stack",
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"base_url": "https://zhiqwang.com/yolort",
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"repo_url": "https://github.com/zhiqwang/yolort/",
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"globaltoc_depth": 3,

docs/source/index.rst

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And we support loading the trained weights from YOLOv5. Please see our documents on what
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.. _share: https://zhiqwang.com/yolov5-rt-stack/notebooks/how-to-align-with-ultralytics-yolov5.html
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.. _differ: https://zhiqwang.com/yolov5-rt-stack/notebooks/comparison-between-yolort-vs-yolov5.html
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.. _share: https://zhiqwang.com/yolort/notebooks/how-to-align-with-ultralytics-yolov5.html
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.. _differ: https://zhiqwang.com/yolort/notebooks/comparison-between-yolort-vs-yolov5.html
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.. code:: python
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docs/source/installation.rst

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to install the development version.
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