diff --git a/README.md b/README.md
index 9c8eb4cbc0..5d1e962c0b 100644
--- a/README.md
+++ b/README.md
@@ -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
diff --git a/docs/README_cn.md b/docs/README_cn.md
index 8f337a48fd..5f9ca856ab 100644
--- a/docs/README_cn.md
+++ b/docs/README_cn.md
@@ -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 1 月 31 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 2 月 28 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
@@ -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
@@ -73,21 +73,21 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
(点击收起)
-- [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)
@@ -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
(点击收起)
-- [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)
@@ -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
(点击收起)
-- [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)
@@ -166,27 +166,27 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
## 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) 中
+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) 中
## 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
@@ -203,7 +203,7 @@ v0.11.0 版本已于 2021 年 1 月 31 日发布,可通过查阅 [更新日志
## 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
diff --git a/docs/changelog.md b/docs/changelog.md
index a594718e52..30cc26242d 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,6 +1,6 @@
## Changelog
-### Master
+### 0.12.0 (28/02/2021)
**Highlights**
@@ -19,11 +19,25 @@
**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))
@@ -59,7 +73,7 @@
- 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))