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add changelog (#659)
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -55,7 +55,7 @@ The master branch works with **PyTorch 1.3+**.

## Changelog

v0.11.0 was released in 31/01/2021. Please refer to [changelog.md](docs/changelog.md) for details and release history.
v0.12.0 was released in 28/02/2021. Please refer to [changelog.md](docs/changelog.md) for details and release history.

## Benchmark

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66 changes: 33 additions & 33 deletions docs/README_cn.md
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Expand Up @@ -49,7 +49,7 @@ MMAction2 是一款基于 PyTorch 的视频理解开源工具箱,是 [OpenMMLa

## 更新记录

v0.11.0 版本已于 2021 年 131 日发布,可通过查阅 [更新日志](docs/changelog.md) 了解更多细节以及发布历史
v0.12.0 版本已于 2021 年 228 日发布,可通过查阅 [更新日志](/docs/changelog.md) 了解更多细节以及发布历史

## 基准测试

Expand All @@ -64,7 +64,7 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
| [Slowfast](/configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py)|256p videos|Disk|8x8 | **[0.69](https://download.openmmlab.com/mmaction/benchmark/recognition/mmaction2/slowfast_256p_videos_disk_8x8.zip)** | x | x | [1.04](https://download.openmmlab.com/mmaction/benchmark/recognition/pyslowfast/pysf_slowfast_r50_4x16_video.log) |
| [R(2+1)D](/configs/recognition/r2plus1d/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb.py)|256p videos |Disk| 8x8|**[0.45](https://download.openmmlab.com/mmaction/benchmark/recognition/mmaction2/r2plus1d_256p_videos_disk_8x8.zip)** | x | x | x |

更多详情可见 [基准测试](docs/benchmark.md)
更多详情可见 [基准测试](/docs/benchmark.md)

## 模型库

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<details open>
<summary>(点击收起)</summary>

- [x] [TSN](configs/recognition/tsn/README.md) (ECCV'2016)
- [x] [TSM](configs/recognition/tsm/README.md) (ICCV'2019)
- [x] [TSM Non-Local](configs/recognition/i3d) (ICCV'2019)
- [x] [R(2+1)D](configs/recognition/r2plus1d/README.md) (CVPR'2018)
- [x] [I3D](configs/recognition/i3d/README.md) (CVPR'2017)
- [x] [I3D Non-Local](configs/recognition/i3d/README.md) (CVPR'2018)
- [x] [SlowOnly](configs/recognition/slowonly/README.md) (ICCV'2019)
- [x] [SlowFast](configs/recognition/slowfast/README.md) (ICCV'2019)
- [x] [CSN](configs/recognition/csn/README.md) (ICCV'2019)
- [x] [TIN](configs/recognition/tin/README.md) (AAAI'2020)
- [x] [TPN](configs/recognition/tpn/README.md) (CVPR'2020)
- [x] [C3D](configs/recognition/c3d/README.md) (CVPR'2014)
- [x] [X3D](configs/recognition/x3d/README.md) (CVPR'2020)
- [x] [OmniSource](configs/recognition/omnisource/README.md) (ECCV'2020)
- [x] [MultiModality: Audio](configs/recognition_audio/resnet/README.md) (ArXiv'2020)
- [x] [TSN](/configs/recognition/tsn/README.md) (ECCV'2016)
- [x] [TSM](/configs/recognition/tsm/README.md) (ICCV'2019)
- [x] [TSM Non-Local](/configs/recognition/i3d) (ICCV'2019)
- [x] [R(2+1)D](/configs/recognition/r2plus1d/README.md) (CVPR'2018)
- [x] [I3D](/configs/recognition/i3d/README.md) (CVPR'2017)
- [x] [I3D Non-Local](/configs/recognition/i3d/README.md) (CVPR'2018)
- [x] [SlowOnly](/configs/recognition/slowonly/README.md) (ICCV'2019)
- [x] [SlowFast](/configs/recognition/slowfast/README.md) (ICCV'2019)
- [x] [CSN](/configs/recognition/csn/README.md) (ICCV'2019)
- [x] [TIN](/configs/recognition/tin/README.md) (AAAI'2020)
- [x] [TPN](/configs/recognition/tpn/README.md) (CVPR'2020)
- [x] [C3D](/configs/recognition/c3d/README.md) (CVPR'2014)
- [x] [X3D](/configs/recognition/x3d/README.md) (CVPR'2020)
- [x] [OmniSource](/configs/recognition/omnisource/README.md) (ECCV'2020)
- [x] [MultiModality: Audio](/configs/recognition_audio/resnet/README.md) (ArXiv'2020)

</details>

Expand All @@ -96,9 +96,9 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
<details open>
<summary>(点击收起)</summary>

- [x] [BSN](configs/localization/bsn/README.md) (ECCV'2018)
- [x] [BMN](configs/localization/bmn/README.md) (ICCV'2019)
- [x] [SSN](configs/localization/ssn/README.md) (ICCV'2017)
- [x] [BSN](/configs/localization/bsn/README.md) (ECCV'2018)
- [x] [BMN](/configs/localization/bmn/README.md) (ICCV'2019)
- [x] [SSN](/configs/localization/ssn/README.md) (ICCV'2017)

</details>

Expand All @@ -107,8 +107,8 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
<details open>
<summary>(点击收起)</summary>

- [x] [SlowOnly+Fast R-CNN](configs/detection/ava/README.md) (ICCV'2019)
- [x] [SlowFast+Fast R-CNN](configs/detection/ava/README.md) (ICCV'2019)
- [x] [SlowOnly+Fast R-CNN](/configs/detection/ava/README.md) (ICCV'2019)
- [x] [SlowFast+Fast R-CNN](/configs/detection/ava/README.md) (ICCV'2019)

</details>

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## 数据集准备

请参考 [数据准备](/docs/data_preparation.md) 了解数据集准备概况。所有支持的数据集都列于 [数据集清单](docs/supported_datasets.md)
请参考 [数据准备](/docs/data_preparation.md) 了解数据集准备概况。所有支持的数据集都列于 [数据集清单](/docs/supported_datasets.md)

## 教程

请参考 [基础教程](/docs/getting_started.md) 了解 MMAction2 的基本使用。MMAction2也提供了其他更详细的教程:

- [如何编写配置文件](docs/tutorials/1_config.md)
- [如何微调模型](docs/tutorials/2_finetune.md)
- [如何增加新数据集](docs/tutorials/3_new_dataset.md)
- [如何设计数据处理流程](docs/tutorials/4_data_pipeline.md)
- [如何增加新模块](docs/tutorials/5_new_modules.md)
- [如何导出模型为 onnx 格式](docs/tutorials/6_export_model.md)
- [如何自定义模型运行参数](docs/tutorials/7_customize_runtime.md)
- [如何编写配置文件](/docs/tutorials/1_config.md)
- [如何微调模型](/docs/tutorials/2_finetune.md)
- [如何增加新数据集](/docs/tutorials/3_new_dataset.md)
- [如何设计数据处理流程](/docs/tutorials/4_data_pipeline.md)
- [如何增加新模块](/docs/tutorials/5_new_modules.md)
- [如何导出模型为 onnx 格式](/docs/tutorials/6_export_model.md)
- [如何自定义模型运行参数](/docs/tutorials/7_customize_runtime.md)

## 常见问题

请参考 [FAQ](docs/faq.md) 了解其他用户的常见问题
请参考 [FAQ](/docs/faq.md) 了解其他用户的常见问题

## 许可

该项目开源自 [Apache 2.0 license](LICENSE)
该项目开源自 [Apache 2.0 license](/LICENSE)

## 引用

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## 参与贡献

我们非常欢迎用户对于 MMAction2 做出的任何贡献,可以参考 [贡献指南](.github/CONTRIBUTING.md) 文件了解更多细节
我们非常欢迎用户对于 MMAction2 做出的任何贡献,可以参考 [贡献指南](/.github/CONTRIBUTING.md) 文件了解更多细节

## 致谢

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## Changelog

### Master
### 0.12.0 (28/02/2021)

**Highlights**

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**Improvements**

- Training custom classes of ava dataset ([#555](https://github.com/open-mmlab/mmaction2/pull/555))
- Add CN README in homepage ([#592](https://github.com/open-mmlab/mmaction2/pull/592), [#594](https://github.com/open-mmlab/mmaction2/pull/594))
- Support soft label for CrossEntropyLoss ([#625](https://github.com/open-mmlab/mmaction2/pull/625))
- Refactor config: Specify `train_cfg` and `test_cfg` in `model` ([#629](https://github.com/open-mmlab/mmaction2/pull/629))
- Provide an alternative way to download older kinetics annotations ([#597](https://github.com/open-mmlab/mmaction2/pull/597))
- Update FAQ for
- 1). data pipeline about video and frames ([#598](https://github.com/open-mmlab/mmaction2/pull/598))
- 2). how to show results ([#598](https://github.com/open-mmlab/mmaction2/pull/598))
- 3). batch size setting for batchnorm ([#657](https://github.com/open-mmlab/mmaction2/pull/657))
- 4). how to fix stages of backbone when finetuning models ([#658](https://github.com/open-mmlab/mmaction2/pull/658))
- Modify default value of `save_best` ([#600](https://github.com/open-mmlab/mmaction2/pull/600))
- Use BibTex rather than latex in markdown ([#607](https://github.com/open-mmlab/mmaction2/pull/607))
- Add warnings of uninstalling mmdet and supplementary documents ([#624](https://github.com/open-mmlab/mmaction2/pull/624))
- Support soft label for CrossEntropyLoss ([#625](https://github.com/open-mmlab/mmaction2/pull/625))

**Bug and Typo Fixes**

- Fix value of `pem_low_temporal_iou_threshold` in BSN ([#556](https://github.com/open-mmlab/mmaction2/pull/556))
- Fix ActivityNet download script ([#601](https://github.com/open-mmlab/mmaction2/pull/601))

**ModelZoo**

- Add TSM-MobileNetV2 for Kinetics400 ([#415](https://github.com/open-mmlab/mmaction2/pull/415))
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- Add config tag in dataset README ([#540](https://github.com/open-mmlab/mmaction2/pull/540))
- Add solution for markdownlint installation issue ([#497](https://github.com/open-mmlab/mmaction2/pull/497))
- Add dataset overview in readthedocs ([#548](https://github.com/open-mmlab/mmaction2/pull/548))
- Modify the trigger mode of the warnings of missing mmdet ([583](https://github.com/open-mmlab/mmaction2/pull/583))
- Modify the trigger mode of the warnings of missing mmdet ([#583](https://github.com/open-mmlab/mmaction2/pull/583))
- Refactor config structure ([#488](https://github.com/open-mmlab/mmaction2/pull/488), [#572](https://github.com/open-mmlab/mmaction2/pull/572))
- Refactor unittest structure ([#433](https://github.com/open-mmlab/mmaction2/pull/433))

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