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add vipnas mbv3 coco_wholebody md&yml
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luminxu committed Dec 5, 2021
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Expand Up @@ -34,4 +34,5 @@ Results on COCO-WholeBody v1.0 val with detector having human AP of 56.4 on COCO

| Arch | Input Size | Body AP | Body AR | Foot AP | Foot AR | Face AP | Face AR | Hand AP | Hand AR | Whole AP | Whole AR | ckpt | log |
| :---- | :--------: | :-----: | :-----: | :-----: | :-----: | :-----: | :------: | :-----: | :-----: | :------: |:-------: |:------: | :------: |
| [S-ViPNAS-MobileNetV3](/configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_mbv3_coco_wholebody_256x192.py) | 256x192 | 0.619 | 0.700 | 0.477 | 0.608 | 0.585 | 0.689 | 0.386 | 0.505 | 0.473 | 0.578 | [ckpt](https://download.openmmlab.com/mmpose/top_down/vipnas/vipnas_mbv3_coco_wholebody_256x192-0fee581a_20211205.pth) | [log](https://download.openmmlab.com/mmpose/top_down/vipnas/vipnas_mbv3_coco_wholebody_256x192_20211205.log.json) |
| [S-ViPNAS-Res50](/configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_res50_coco_wholebody_256x192.py) | 256x192 | 0.643 | 0.726 | 0.553 | 0.694 | 0.587 | 0.698 | 0.410 | 0.529 | 0.495 | 0.607 | [ckpt](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmpose/top_down/vipnas/vipnas_res50_wholebody_256x192-49e1c3a4_20211112.pth) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmpose/top_down/vipnas/vipnas_res50_wholebody_256x192_20211112.log.json) |
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Expand Up @@ -4,11 +4,33 @@ Collections:
Title: 'ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search'
URL: https://arxiv.org/abs/2105.10154
Models:
- Config: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_mbv3_coco_wholebody_256x192.py
In Collection: ViPNAS
Metadata:
Architecture: &id001
- ViPNAS
Training Data: COCO-WholeBody
Name: topdown_heatmap_vipnas_mbv3_coco_wholebody_256x192
README: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_coco-wholebody.md
Results:
- Dataset: COCO-WholeBody
Metrics:
Body AP: 0.619
Body AR: 0.700
Face AP: 0.585
Face AR: 0.689
Foot AP: 0.477
Foot AR: 0.608
Hand AP: 0.386
Hand AR: 0.505
Whole AP: 0.473
Whole AR: 0.578
Task: Wholebody 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/top_down/vipnas/vipnas_mbv3_coco_wholebody_256x192-0fee581a_20211205.pth
- Config: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_res50_coco_wholebody_256x192.py
In Collection: ViPNAS
Metadata:
Architecture:
- ViPNAS
Architecture: *id001
Training Data: COCO-WholeBody
Name: topdown_heatmap_vipnas_res50_coco_wholebody_256x192
README: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_coco-wholebody.md
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Expand Up @@ -51,4 +51,5 @@ Results on COCO-WholeBody v1.0 val with detector having human AP of 56.4 on COCO

| Arch | Input Size | Body AP | Body AR | Foot AP | Foot AR | Face AP | Face AR | Hand AP | Hand AR | Whole AP | Whole AR | ckpt | log |
| :---- | :--------: | :-----: | :-----: | :-----: | :-----: | :-----: | :------: | :-----: | :-----: | :------: |:-------: |:------: | :------: |
| [S-ViPNAS-MobileNetV3_dark](/configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_mbv3_coco_wholebody_256x192_dark.py) | 256x192 | 0.632 | 0.710 | 0.530 | 0.660 | 0.672 | 0.771 | 0.404 | 0.519 | 0.508 | 0.607 | [ckpt](/mnt/lustre/share_data/xulumin/MMPose/vipnas_mbv3_coco_wholebody_256x192_dark-e2158108_20211205.pth) | [log](/mnt/lustre/share_data/xulumin/MMPose/vipnas_mbv3_coco_wholebody_256x192_dark_20211205.log.json) |
| [S-ViPNAS-Res50_dark](/configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_res50_coco_wholebody_256x192_dark.py) | 256x192 | 0.650 | 0.732 | 0.550 | 0.686 | 0.684 | 0.784 | 0.437 | 0.554 | 0.528 | 0.632 | [ckpt](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmpose/top_down/vipnas/vipnas_res50_wholebody_256x192_dark-67c0ce35_20211112.pth) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmpose/top_down/vipnas/vipnas_res50_wholebody_256x192_dark_20211112.log.json) |
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Expand Up @@ -4,13 +4,35 @@ Collections:
Title: 'ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search'
URL: https://arxiv.org/abs/2105.10154
Models:
- Config: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_res50_coco_wholebody_256x192_dark.py
- Config: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_mbv3_coco_wholebody_256x192_dark.py
In Collection: ViPNAS
Metadata:
Architecture:
Architecture: &id001
- ViPNAS
- DarkPose
Training Data: COCO-WholeBody
Name: topdown_heatmap_vipnas_mbv3_coco_wholebody_256x192_dark
README: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_dark_coco-wholebody.md
Results:
- Dataset: COCO-WholeBody
Metrics:
Body AP: 0.632
Body AR: 0.710
Face AP: 0.672
Face AR: 0.771
Foot AP: 0.53
Foot AR: 0.66
Hand AP: 0.404
Hand AR: 0.519
Whole AP: 0.508
Whole AR: 0.607
Task: Wholebody 2D Keypoint
Weights: /mnt/lustre/share_data/xulumin/MMPose/vipnas_mbv3_coco_wholebody_256x192_dark-e2158108_20211205.pth
- Config: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_res50_coco_wholebody_256x192_dark.py
In Collection: ViPNAS
Metadata:
Architecture: *id001
Training Data: COCO-WholeBody
Name: topdown_heatmap_vipnas_res50_coco_wholebody_256x192_dark
README: configs/wholebody/2d_kpt_sview_rgb_img/topdown_heatmap/coco-wholebody/vipnas_dark_coco-wholebody.md
Results:
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