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Development Plan 2023
We are excited to announce the release of MMPose 1.0.0 as a part of the OpenMMLab 2.0 project!
MMPose v1.0.0 is a major update, including many API and config file changes, and most of the code (and config files) in MMPose 1.0 will not be compatible with 0.x version.
Here are the version correspondences between mmdet, mmcv and mmpose:
- MMDetection 2.x <=> MMPose 0.x <=> MMCV 1.x
- MMDetection 3.x <=> MMPose 1.x <=> MMCV 2.x
Notes: mmcv-full is only for mmcv 1.x, so you have to uninstall it first, then install mmcv 2.x.
Migration
Currently, a part of the algorithms have been migrated to v1.0.0, and the remaining algorithms will be completed in subsequent versions. We will show the migration progress in the following list.
Algorithm
| Algorithm | Status |
|---|---|
| MTUT (CVPR 2019) | |
| MSPN (ArXiv 2019) | done |
| InterNet (ECCV 2020) | in progress |
| DEKR (CVPR 2021) | done |
| HigherHRNet (CVPR 2020) | |
| DeepPose (CVPR 2014) | done |
| RLE (ICCV 2021) | done |
| SoftWingloss (TIP 2021) | done |
| VideoPose3D (CVPR 2019) | done |
| Hourglass (ECCV 2016) | done |
| LiteHRNet (CVPR 2021) | done |
| AdaptiveWingloss (ICCV 2019) | done |
| SimpleBaseline2D (ECCV 2018) | done |
| PoseWarper (NeurIPS 2019) | |
| SimpleBaseline3D (ICCV 2017) | done |
| HMR (CVPR 2018) | |
| UDP (CVPR 2020) | done |
| VIPNAS (CVPR 2021) | done |
| Wingloss (CVPR 2018) | done |
| DarkPose (CVPR 2020) | done |
| Associative Embedding (NIPS 2017) | in progress |
| VoxelPose (ECCV 2020) | |
| RSN (ECCV 2020) | done |
| CID (CVPR 2022) | done |
| CPM (CVPR 2016) | done |
| HRNet (CVPR 2019) | done |
| HRNetv2 (TPAMI 2019) | done |
| SCNet (CVPR 2020) | done |
- If your algorithm has not been migrated, you can continue to use the 0.x branch and old documentation.
- If you wish to help us to migrate, please contact us. We will much appreciate your contribution!
Datasets
| Dataset | Status |
|---|---|
| COCO | done |
| MPII | done |
| MPII-TRB | done |
| AI Challenger | done |
| CrowdPose | done |
| OCHuman | done |
| MHP | done |
| PoseTrack18 | done |
| sub-JHMDB | done |
| COCO-WholeBody | done |
| Halpe | done |
| 300W | done |
| WFLW | done |
| AFLW | done |
| COFW | done |
| COCO-WholeBody-Face | done |
| OneHand10K | done |
| FreiHand | done |
| CMU Panoptic HandDB | done |
| InterHand2.6M | in progress |
| RHD | done |
| COCO-WholeBody-Hand | done |
| DeepFashion | done |
| DeepFashion2 | done |
| Animal-Pose | done |
| AP-10K | done |
| Horse-10 | done |
| MacaquePose | done |
| Vinegar Fly | done |
| Desert Locust | done |
| Grévy’s Zebra | done |
| ATRW | done |
| Human3.6M | done |
| CMU Panoptic | in progress |
| Campus/Shelf | in progress |
New Algorithms
- ViTPose (1.x in [Feature] Support ViTPose #1876) (0.x in [Feature] Support ViTPose #1937)
- RTMPose [projects] in [Feature] Add RTMPose #1971
- YOLO-Pose [projects] in [Feature] Support YOLO-Pose #2020
- PETR (in progress)
- MotionBERT
- Uniformer [projects] in [Feature][MMSIG] Add UniFormer Pose Estimation to Projects folder #2501
New Datasets
- DeepFashion2 in [Feature] Add support for deepfashion2 dataset #2201
- Human-Art [github] in [Feature] Support Human-Art Dataset #2304
- LaPa [github] in [Feature] Support LaPa Dataset #2281
- AnimalKingdom [github] in [Feature] Support AnimalKingdom dataset #2139
- UBody (in progress) [github] in [Feature] Support ubody dataset (2d keypoints) #2588
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