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Bump version to v0.24.0 (#1220)
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* update changelog and readme

* fix typo
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ly015 committed Mar 7, 2022
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19 changes: 11 additions & 8 deletions README.md
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[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmpose.svg)](https://github.com/open-mmlab/mmpose/issues)
[![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmpose.svg)](https://github.com/open-mmlab/mmpose/issues)

[📘Documentation](https://mmpose.readthedocs.io/en/v0.23.0/) |
[🛠️Installation](https://mmpose.readthedocs.io/en/v0.23.0/install.html) |
[👀Model Zoo](https://mmpose.readthedocs.io/en/v0.23.0/modelzoo.html) |
[📜Papers](https://mmpose.readthedocs.io/en/v0.23.0/papers/algorithms.html) |
[🆕Update News](https://mmpose.readthedocs.io/en/v0.23.0/changelog.html) |
[📘Documentation](https://mmpose.readthedocs.io/en/v0.24.0/) |
[🛠️Installation](https://mmpose.readthedocs.io/en/v0.24.0/install.html) |
[👀Model Zoo](https://mmpose.readthedocs.io/en/v0.24.0/modelzoo.html) |
[📜Papers](https://mmpose.readthedocs.io/en/v0.24.0/papers/algorithms.html) |
[🆕Update News](https://mmpose.readthedocs.io/en/v0.24.0/changelog.html) |
[🤔Reporting Issues](https://github.com/open-mmlab/mmpose/issues/new/choose)
</div>

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## News

* 2022-02-11: MMPose [v0.23.0](https://github.com/open-mmlab/mmpose/releases/tag/v0.23.0) was released. Major updates includes:
* Release [MMPose Webcam API](https://github.com/open-mmlab/mmpose/tree/master/tools/webcam): A simple yet powerful tool to develop interactive webcam applications with MMPose functions
* Support CPU training and testing
* 2022-03-07: MMPose [v0.24.0](https://github.com/open-mmlab/mmpose/releases/tag/v0.24.0) is released. Major updates includes:
* Support HRFormer ["HRFormer: High-Resolution Vision Transformer for Dense Predict"](https://proceedings.neurips.cc/paper/2021/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html), NeurIPS'2021
* Support Windows installation with pip
* 2022-02-28: MMPose model deployment is supported by [MMDeploy](https://github.com/open-mmlab/mmdeploy) v0.3.0
* 2022-02-11: [MMPose Webcam API](https://github.com/open-mmlab/mmpose/tree/master/tools/webcam) is released with documents and tutorials
* MMPose Webcam API is a simple yet powerful tool to develop interactive webcam applications with MMPose functions
* 2021-12-29: OpenMMLab Open Platform is online! Try our [pose estimation demo](https://platform.openmmlab.com/web-demo/demo/poseestimation)

## Installation
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[![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmpose.svg)](https://github.com/open-mmlab/mmpose/issues)
[![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmpose.svg)](https://github.com/open-mmlab/mmpose/issues)

[📘文档](https://mmpose.readthedocs.io/en/v0.23.0/) |
[🛠️安装](https://mmpose.readthedocs.io/en/v0.23.0/install.html) |
[👀模型库](https://mmpose.readthedocs.io/en/v0.23.0/modelzoo.html) |
[📜论文库](https://mmpose.readthedocs.io/en/v0.23.0/papers/algorithms.html) |
[🆕更新日志](https://mmpose.readthedocs.io/en/v0.23.0/changelog.html) |
[📘文档](https://mmpose.readthedocs.io/en/v0.24.0/) |
[🛠️安装](https://mmpose.readthedocs.io/en/v0.24.0/install.html) |
[👀模型库](https://mmpose.readthedocs.io/en/v0.24.0/modelzoo.html) |
[📜论文库](https://mmpose.readthedocs.io/en/v0.24.0/papers/algorithms.html) |
[🆕更新日志](https://mmpose.readthedocs.io/en/v0.24.0/changelog.html) |
[🤔报告问题](https://github.com/open-mmlab/mmpose/issues/new/choose)
</div>

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## 最新进展

* 2022-02-11: MMPose [v0.23.0](https://github.com/open-mmlab/mmpose/releases/tag/v0.23.0) 已经发布. 主要更新包括:
* 新增 [MMPose Webcam API](https://github.com/open-mmlab/mmpose/tree/master/tools/webcam): 用于快速开发基于 MMPose 的简单视频交互应用
* 支持 CPU 训练和测试
* 2022-03-07: MMPose [v0.24.0](https://github.com/open-mmlab/mmpose/releases/tag/v0.24.0) 已经发布. 主要更新包括:
* 支持 HRFormer ["HRFormer: High-Resolution Vision Transformer for Dense Predict"](https://proceedings.neurips.cc/paper/2021/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html), NeurIPS'2021
* 支持在 Windows 系统使用 pip 安装 MMPose
* 2022-02-28: [MMDeploy](https://github.com/open-mmlab/mmdeploy) v0.3.0 支持 MMPose 模型部署
* 2022-02-11: [MMPose Webcam API](https://github.com/open-mmlab/mmpose/tree/master/tools/webcam) 和相关教程文档发布
* MMPose Webcam API 用于快速开发基于 MMPose 的简单视频交互应用
* 2021-12-29: OpenMMLab 开放平台已经正式上线! 欢迎试用基于 MMPose 的[姿态估计 Demo](https://platform.openmmlab.com/web-demo/demo/poseestimation)

## 安装
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# Changelog

## v0.23.0 (04/01/2022)
## v0.24.0 (07/03/2022)

**Highlights**

- Support HRFormer ["HRFormer: High-Resolution Vision Transformer for Dense Predict"](https://proceedings.neurips.cc/paper/2021/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html), NeurIPS'2021 ([\#1203](https://github.com/open-mmlab/mmpose/pull/1203)) @zengwang430521
- Support Windows installation with pip ([\#1213](https://github.com/open-mmlab/mmpose/pull/1213)) @jin-s13, @ly015
- Add WebcamAPI documents ([\#1187](https://github.com/open-mmlab/mmpose/pull/1187)) @ly015

**New Features**

- Support HRFormer ["HRFormer: High-Resolution Vision Transformer for Dense Predict"](https://proceedings.neurips.cc/paper/2021/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html), NeurIPS'2021 ([\#1203](https://github.com/open-mmlab/mmpose/pull/1203)) @zengwang430521
- Support Windows installation with pip ([\#1213](https://github.com/open-mmlab/mmpose/pull/1213)) @jin-s13, @ly015
- Support CPU training with mmcv < v1.4.4 ([\#1161](https://github.com/open-mmlab/mmpose/pull/1161)) @EasonQYS, @ly015
- Add "Valentine Magic" demo with WebcamAPI ([\#1189](https://github.com/open-mmlab/mmpose/pull/1189), [\#1191](https://github.com/open-mmlab/mmpose/pull/1191)) @liqikai9

**Improvements**

- Refactor multi-view 3D pose estimation framework towards better modularization and expansibility ([\#1196](https://github.com/open-mmlab/mmpose/pull/1196)) @wusize
- Add WebcamAPI documents and tutorials ([\#1187](https://github.com/open-mmlab/mmpose/pull/1187)) @ly015
- Refactor dataset evaluation interface to align with other OpenMMLab codebases ([\#1209](https://github.com/open-mmlab/mmpose/pull/1209)) @ly015
- Add deprecation message for deploy tools since [MMDeploy](https://github.com/open-mmlab/mmdeploy) has supported MMPose ([\#1207](https://github.com/open-mmlab/mmpose/pull/1207)) @QwQ2000
- Improve documentation quality ([\#1206](https://github.com/open-mmlab/mmpose/pull/1206), [\#1161](https://github.com/open-mmlab/mmpose/pull/1161)) @ly015
- Switch to OpenMMLab official pre-commit-hook for copyright check ([\#1214](https://github.com/open-mmlab/mmpose/pull/1214)) @ly015

**Bug Fixes**

- Fix hard-coded data collating and scattering in inference ([\#1175](https://github.com/open-mmlab/mmpose/pull/1175)) @ly015
- Fix model configs on JHMDB dataset ([\#1188](https://github.com/open-mmlab/mmpose/pull/1188)) @jin-s13
- Fix area calculation in pose tracking inference ([\#1197](https://github.com/open-mmlab/mmpose/pull/1197)) @pallgeuer
- Fix registry scope conflict of module wrapper ([\#1204](https://github.com/open-mmlab/mmpose/pull/1204)) @ly015
- Update MMCV installation in CI and documents ([\#1205](https://github.com/open-mmlab/mmpose/pull/1205))
- Fix incorrect color channel order in visualization functions ([\#1212](https://github.com/open-mmlab/mmpose/pull/1212)) @ly015

## v0.23.0 (11/02/2022)

**Highlights**

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