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@@ -88,10 +88,12 @@ hip midpoints.
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### Pose Landmark Model (BlazePose Tracker)
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The landmark model currently included in MediaPipe Pose predicts the location of
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25 upper-body landmarks (see figure below), with three degrees of freedom each
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(x, y location and visibility), plus two virtual alignment keypoints. It shares
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the same architecture as the full-body version that predicts 33 landmarks,
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described in more detail in the
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25 upper-body landmarks (see figure below), each with `(x, y, z, visibility)`,
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plus two virtual alignment keypoints. Note that the `z` value should be
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discarded as the model is currently not fully trained to predict depth, but this
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is something we have on the roadmap. The model shares the same architecture as
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the full-body version that predicts 33 landmarks, described in more detail in
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the
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[BlazePose Google AI Blog](https://ai.googleblog.com/2020/08/on-device-real-time-body-pose-tracking.html)
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and in this [paper](https://arxiv.org/abs/2006.10204).
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@@ -189,8 +191,4 @@ Please refer to [these instructions](../index.md#mediapipe-on-the-web).
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* Paper:
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[BlazePose: On-device Real-time Body Pose Tracking](https://arxiv.org/abs/2006.10204)
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([presentation](https://youtu.be/YPpUOTRn5tA))
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* Pose detection model:
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[TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/modules/pose_detection/pose_detection.tflite)
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* Upper-body pose landmark model:
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[TFLite model](https://github.com/google/mediapipe/tree/master/mediapipe/modules/pose_landmark/pose_landmark_upper_body.tflite)
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* [Model card](https://mediapipe.page.link/blazepose-mc)
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* [Models and model cards](./models.md#pose)
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