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GitOrigin-RevId: 1e13be30e2c6838d4a2ff768a39c414bc80534bb
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MediaPipe Team
2022-09-06 21:46:17 +00:00
committed by Sebastian Schmidt
parent 63e679d99c
commit 4dc4b19ddb
639 changed files with 71327 additions and 2078 deletions
+4 -4
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@@ -40,7 +40,7 @@ environments for inference, whereas our method achieves real-time performance on
most modern [mobile phones](#mobile), [desktops/laptops](#desktop), in
[python](#python-solution-api) and even on the [web](#javascript-solution-api).
![pose_tracking_example.gif](../images/mobile/pose_tracking_example.gif) |
![pose_tracking_example.gif](https://mediapipe.dev/images/mobile/pose_tracking_example.gif) |
:----------------------------------------------------------------------: |
*Fig 1. Example of MediaPipe Pose for pose tracking.* |
@@ -94,7 +94,7 @@ BlazePose GHUM Lite
[AlphaPose ResNet50](https://github.com/MVIG-SJTU/AlphaPose) | 63.4 | **96.0** | 57.8 | **95.5** | 63.4 | **96.0**
[Apple Vision](https://developer.apple.com/documentation/vision/detecting_human_body_poses_in_images) | 32.8 | **82.7** | 36.4 | **91.4** | 44.5 | **88.6**
![pose_tracking_pck_chart.png](../images/mobile/pose_tracking_pck_chart.png) |
![pose_tracking_pck_chart.png](https://mediapipe.dev/images/mobile/pose_tracking_pck_chart.png) |
:--------------------------------------------------------------------------: |
*Fig 2. Quality evaluation in [`[email protected]`].* |
@@ -121,7 +121,7 @@ predict the midpoint of a person's hips, the radius of a circle circumscribing
the whole person, and the incline angle of the line connecting the shoulder and
hip midpoints.
![pose_tracking_detector_vitruvian_man.png](../images/mobile/pose_tracking_detector_vitruvian_man.png) |
![pose_tracking_detector_vitruvian_man.png](https://mediapipe.dev/images/mobile/pose_tracking_detector_vitruvian_man.png) |
:----------------------------------------------------------------------------------------------------: |
*Fig 3. Vitruvian man aligned via two virtual keypoints predicted by BlazePose detector in addition to the face bounding box.* |
@@ -130,7 +130,7 @@ hip midpoints.
The landmark model in MediaPipe Pose predicts the location of 33 pose landmarks
(see figure below).
![pose_tracking_full_body_landmarks.png](../images/mobile/pose_tracking_full_body_landmarks.png) |
![pose_tracking_full_body_landmarks.png](https://mediapipe.dev/images/mobile/pose_tracking_full_body_landmarks.png) |
:----------------------------------------------------------------------------------------------: |
*Fig 4. 33 pose landmarks.* |