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README.md

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</sup>
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</div>
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[![Documentation](https://readthedocs.org/projects/mmaction2/badge/?version=latest)](https://mmaction2.readthedocs.io/en/1.x/)
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[![actions](https://github.com/open-mmlab/mmaction2/workflows/build/badge.svg)](https://github.com/open-mmlab/mmaction2/actions)
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[![codecov](https://codecov.io/gh/open-mmlab/mmaction2/branch/master/graph/badge.svg)](https://codecov.io/gh/open-mmlab/mmaction2)
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[![PyPI](https://img.shields.io/pypi/v/mmaction2)](https://pypi.org/project/mmaction2/)
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[![LICENSE](https://img.shields.io/github/license/open-mmlab/mmaction2.svg)](https://github.com/open-mmlab/mmaction2/blob/master/LICENSE)
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[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmaction2.svg)](https://github.com/open-mmlab/mmaction2/issues)
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[📘Documentation](https://mmaction2.readthedocs.io/en/1.x/) |
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[🛠️Installation](https://mmaction2.readthedocs.io/en/1.x/get_started.html) |
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[👀Model Zoo](https://mmaction2.readthedocs.io/en/dev-1.x/modelzoo.html) |
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[👀Model Zoo](https://mmaction2.readthedocs.io/en/1.x/modelzoo.html) |
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[🆕Update News](https://mmaction2.readthedocs.io/en/1.x/notes/changelog.html) |
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[🚀Ongoing Projects](https://github.com/open-mmlab/mmaction2/projects) |
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[🤔Reporting Issues](https://github.com/open-mmlab/mmaction2/issues/new/choose)
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## Introduction
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[![Documentation](https://readthedocs.org/projects/mmaction2/badge/?version=latest)](https://mmaction2.readthedocs.io/en/1.x/)
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[![actions](https://github.com/open-mmlab/mmaction2/workflows/build/badge.svg)](https://github.com/open-mmlab/mmaction2/actions)
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[![codecov](https://codecov.io/gh/open-mmlab/mmaction2/branch/master/graph/badge.svg)](https://codecov.io/gh/open-mmlab/mmaction2)
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[![PyPI](https://img.shields.io/pypi/v/mmaction2)](https://pypi.org/project/mmaction2/)
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[![LICENSE](https://img.shields.io/github/license/open-mmlab/mmaction2.svg)](https://github.com/open-mmlab/mmaction2/blob/master/LICENSE)
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[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmaction2.svg)](https://github.com/open-mmlab/mmaction2/issues)
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[![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmaction2.svg)](https://github.com/open-mmlab/mmaction2/issues)
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MMAction2 is an open-source toolbox for video understanding based on PyTorch.
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It is a part of the [OpenMMLab](http://openmmlab.org/) project.
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The master branch works with **PyTorch 1.6+**.
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The 1.x branch works with **PyTorch 1.6+**.
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<div align="center">
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<div style="float:left;margin-right:10px;">
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</div>
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<div style="float:right;margin-right:0px;">
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<img src="https://user-images.githubusercontent.com/34324155/123989146-2ecae680-d9fb-11eb-916b-b9db5563a9e5.gif" width="380px"><br>
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<p style="font-size:1.5vw;">Skeleton-base Action Recognition Results on NTU-RGB+D-120</p>
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<p style="font-size:1.5vw;">Skeleton-based Action Recognition Results on NTU-RGB+D-120</p>
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</div>
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</div>
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<div align="center">
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## What's New
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**v1.0.0rc0** was released in 31/8/2022:
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- (2022-10-11) We support **Video Swin Transformer** on Kinetics400 and additionally train a Swin-L model on Kinetics700 to extract video features for downstream tasks.
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- Unifies interfaces of all components based on [MMEngine](https://github.com/open-mmlab/mmengine).
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- Faster training and testing speed with complete support of mixed precision training.
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**Release**: v1.0.0rc1 was released in 14/10/2022. Please refer to [changelog.md](docs/en/notes/changelog.md) for details and release history.
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## Installation
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/recognition_audio/resnet/README.md">MultiModality: Audio</a> (ArXiv'2020)</td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/recognition/tanet/README.md">TANet</a> (ArXiv'2020)</td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/recognition/timesformer/README.md">TimeSformer</a> (ICML'2021)</td>
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<td></td>
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<td></td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/recognition/swin/README.md">VideoSwin</a> (CVPR'2022)</td>
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</tr>
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<td colspan="5" style="font-weight:bold;">Action Localization</td>
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<tr>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/skeleton/stgcn/README.md">ST-GCN</a> (AAAI'2018)</td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/skeleton/2s-agcn/README.md">2s-AGCN</a> (CVPR'2019)</td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/skeleton/posec3d/README.md">PoseC3D</a> (ArXiv'2021)</td>
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<td><a href="https://github.com/open-mmlab/mmaction2/blob/1.x/configs/skeleton/posec3d/README.md">PoseC3D</a> (CVPR'2022)</td>
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<td></td>
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<td></td>
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</tr>
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</table>
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Results and models are available in the *README.md* of each method's config directory.
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A summary can be found on the [**model zoo**](https://mmaction2.readthedocs.io/en/dev-1.x/modelzoo.html) page.
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A summary can be found on the [**model zoo**](https://mmaction2.readthedocs.io/en/1.x/modelzoo.html) page.
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We will keep up with the latest progress of the community and support more popular algorithms and frameworks.
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If you have any feature requests, please feel free to leave a comment in [Issues](https://github.com/open-mmlab/mmaction2/issues/19).
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## Projects in OpenMMLab
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- [MMEngine](https://github.com/open-mmlab/mmengine): OpenMMLab foundational library for training deep learning models.
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- [MMCV](https://github.com/open-mmlab/mmcv): OpenMMLab foundational library for computer vision.
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- [MIM](https://github.com/open-mmlab/mim): MIM installs OpenMMLab packages.
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- [MMClassification](https://github.com/open-mmlab/mmclassification): OpenMMLab image classification toolbox and benchmark.
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- [MMDetection](https://github.com/open-mmlab/mmdetection): OpenMMLab detection toolbox and benchmark.

docs/en/notes/changelog.md

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# Changelog
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## 1.0.0rc1 (14/10/2022)
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**Highlights**
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- Support Video Swin Transformer
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**New Features**
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- Support Video Swin Transformer ([#1939](https://github.com/open-mmlab/mmaction2/pull/1939))
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**Improvements**
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- Add colab tutorial for 1.x ([#1956](https://github.com/open-mmlab/mmaction2/pull/1956))
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- Support skeleton-based action recognition demo ([#1920](https://github.com/open-mmlab/mmaction2/pull/1920))
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**Bug Fixes**
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- Fix link in doc ([#1986](https://github.com/open-mmlab/mmaction2/pull/1986), [#1967](https://github.com/open-mmlab/mmaction2/pull/1967), [#1951](https://github.com/open-mmlab/mmaction2/pull/1951), [#1926](https://github.com/open-mmlab/mmaction2/pull/1926),[#1944](https://github.com/open-mmlab/mmaction2/pull/1944), [#1944](https://github.com/open-mmlab/mmaction2/pull/1944), [#1927](https://github.com/open-mmlab/mmaction2/pull/1927), [#1925](https://github.com/open-mmlab/mmaction2/pull/1925))
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- Fix CI ([#1987](https://github.com/open-mmlab/mmaction2/pull/1987), [#1930](https://github.com/open-mmlab/mmaction2/pull/1930), [#1923](https://github.com/open-mmlab/mmaction2/pull/1923))
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- Fix pre-commit hook config ([#1971](https://github.com/open-mmlab/mmaction2/pull/1971))
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- Fix TIN config ([#1912](https://github.com/open-mmlab/mmaction2/pull/1912))
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- Fix UT for BMN and BSN ([#1966](https://github.com/open-mmlab/mmaction2/pull/1966))
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- Fix UT for Recognizer2D ([#1937](https://github.com/open-mmlab/mmaction2/pull/1937))
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- Fix BSN and BMN configs for localization ([#1913](https://github.com/open-mmlab/mmaction2/pull/1913))
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- Modeify ST-GCN configs ([#1913](https://github.com/open-mmlab/mmaction2/pull/1914))
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- Fix typo in migration doc ([#1931](https://github.com/open-mmlab/mmaction2/pull/1931))
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- Remove Onnx related tools ([#1928](https://github.com/open-mmlab/mmaction2/pull/1928))
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- Update TANet readme ([#1916](https://github.com/open-mmlab/mmaction2/pull/1916), [#1890](https://github.com/open-mmlab/mmaction2/pull/1890))
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- Update 2S-AGCN readme ([#1915](https://github.com/open-mmlab/mmaction2/pull/1915))
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- Fix TSN configs ([#1905](https://github.com/open-mmlab/mmaction2/pull/1905))
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- Fix configs for detection ([#1903](https://github.com/open-mmlab/mmaction2/pull/1903))
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- Fix typo in TIN config ([#1904](https://github.com/open-mmlab/mmaction2/pull/1904))
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- Fix PoseC3D readme ([#1899](https://github.com/open-mmlab/mmaction2/pull/1899))
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- Fix ST-GCN configs ([#1891](https://github.com/open-mmlab/mmaction2/pull/1891))
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- Fix audio recognition readme ([#1898](https://github.com/open-mmlab/mmaction2/pull/1898))
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- Fix TSM readme ([#1887](https://github.com/open-mmlab/mmaction2/pull/1887))
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- Fix SlowOnly readme ([#1889](https://github.com/open-mmlab/mmaction2/pull/1889))
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- Fix TRN readme ([#1888](https://github.com/open-mmlab/mmaction2/pull/1888))
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- Fix typo in get_started doc ([#1895](https://github.com/open-mmlab/mmaction2/pull/1895))
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## 1.0.0rc0 (09/01/2022)
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We are excited to announce the release of MMAction2 v1.0.0rc0.

mmaction/version.py

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# Copyright (c) Open-MMLab. All rights reserved.
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__version__ = '1.0.0rc0'
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__version__ = '1.0.0rc1'
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def parse_version_info(version_str: str):

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