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demo/docs/en/2d_hand_demo.md

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@@ -23,15 +23,15 @@ Take [onehand10k model](https://download.openmmlab.com/mmpose/hand/hrnetv2/hrnet
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--show --draw-heatmap
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```
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Visualization result:
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<img src="https://user-images.githubusercontent.com/26127467/187664103-cfbe0c4e-5876-42f9-9023-5fb58ce00d7b.jpg" height="500px" alt><br>
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/3a2794cb-8071-4b9e-9498-c0bb46eb381e" height="500px" alt><br>
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If you use a heatmap-based model and set argument `--draw-heatmap`, the predicted heatmap will be visualized together with the keypoints.
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@@ -41,7 +41,7 @@ To save visualized results on disk:
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--output-root vis_results --show --draw-heatmap
@@ -55,7 +55,7 @@ To run demos on CPU:
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--show --draw-heatmap --device cpu
@@ -69,13 +69,13 @@ Videos share the same interface with images. The difference is that the `${INPUT
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input demo/resources/<demo_hand.mp4> \
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--output-root vis_results --show --draw-heatmap
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--input data/tests_data_nvgesture_sk_color.avi \
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--output-root vis_results --kpt-thr 0.1
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```
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<img src="https://user-images.githubusercontent.com/26127467/187665873-3ac836ec-8da5-45e1-8d78-c0abe962bd5e.gif" height="500px" alt><br>
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/558e8211-d7ca-4e04-b690-6c455e805ed7" height="300px" alt><br>
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The original video can be downloaded from [Github](https://raw.githubusercontent.com/open-mmlab/mmpose/master/tests/data/nvgesture/sk_color.avi).
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demo/docs/en/2d_human_pose_demo.md

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@@ -76,7 +76,7 @@ python demo/topdown_demo_with_mmdet.py \
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Visualization result:
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<img src="https://user-images.githubusercontent.com/87690686/187824368-1f1631c3-52bf-4b45-bf9a-a70cd6551e1a.jpg" height="500px" alt><br>
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/f14e0129-1e5e-4d74-84fe-28cd62357211" height="500px" alt><br>
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To save the predicted results on disk, please specify `--save-predictions`.
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demo/docs/zh_cn/2d_hand_demo.md

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@@ -24,15 +24,15 @@ python demo/topdown_demo_with_mmdet.py \
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--show --draw-heatmap
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```
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可视化结果如下:
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<img src="https://user-images.githubusercontent.com/26127467/187664103-cfbe0c4e-5876-42f9-9023-5fb58ce00d7b.jpg" height="500px" alt><br>
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/3a2794cb-8071-4b9e-9498-c0bb46eb381e" height="500px" alt><br>
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如果使用了 heatmap-based 模型同时设置了 `--draw-heatmap` ,预测的热图也会跟随关键点一同可视化出来。
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--output-root vis_results --show --draw-heatmap
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input tests/data/onehand10k/9.jpg \
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--show --draw-heatmap --device cpu
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python demo/topdown_demo_with_mmdet.py \
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demo/mmdetection_cfg/rtmdet_nano_320-8xb32_hand.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmdet_nano_8xb32-300e_hand-267f9c8f.pth \
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configs/hand_2d_keypoint/rtmpose/hand_2d_keypoint/rtmpose-m_8xb32-210e_coco-wholebody-hand-256x256.py \
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configs/hand_2d_keypoint/rtmpose/hand5/rtmpose-m_8xb256-210e_hand5-256x256.py \
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https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-hand5_pt-aic-coco_210e-256x256-74fb594_20230320.pth \
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--input demo/resources/<demo_hand.mp4> \
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--output-root vis_results --show --draw-heatmap
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--input data/tests_data_nvgesture_sk_color.avi \
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--output-root vis_results --kpt-thr 0.1
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```
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/558e8211-d7ca-4e04-b690-6c455e805ed7" height="300px" alt><br>
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<img src="https://user-images.githubusercontent.com/26127467/187665873-3ac836ec-8da5-45e1-8d78-c0abe962bd5e.gif" height="500px" alt><br>
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这段视频可以在 [Google Drive](https://raw.githubusercontent.com/open-mmlab/mmpose/master/tests/data/nvgesture/sk_color.avi) 下载到。

demo/docs/zh_cn/2d_human_pose_demo.md

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@@ -75,7 +75,7 @@ python demo/topdown_demo_with_mmdet.py \
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可视化结果如下:
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<img src="https://user-images.githubusercontent.com/87690686/187824368-1f1631c3-52bf-4b45-bf9a-a70cd6551e1a.jpg" height="500px" alt><br>
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<img src="https://github.com/open-mmlab/mmpose/assets/26127467/f14e0129-1e5e-4d74-84fe-28cd62357211" height="500px" alt><br>
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想要本地保存识别结果,用户需要加上 `--save-predictions`
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