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lightweight-openpose

Keypoint Detection

pose-estimation

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mlboydaisuke commited on 17 days ago

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@@ -19,6 +19,8 @@ On-device [LiteRT](https://ai.google.dev/edge/litert) (`.tflite`) conversion of
 for human pose estimation. The model is a MobileNet-based heatmap network; it outputs
 **keypoint heatmaps only** and the keypoint decode (argmax) is done in app code.
 The model runs **fully on the LiteRT `CompiledModel` GPU accelerator** (ML Drift): every op is
 GPU-native, no CPU fallback. Converted with
 [`litert-torch`](https://github.com/google-ai-edge/ai-edge-torch) **with no patches**.

 for human pose estimation. The model is a MobileNet-based heatmap network; it outputs
 **keypoint heatmaps only** and the keypoint decode (argmax) is done in app code.
+![lightweight-OpenPose — 18-keypoint skeleton (on-device LiteRT GPU)](samples/sample.png)
 The model runs **fully on the LiteRT `CompiledModel` GPU accelerator** (ML Drift): every op is
 GPU-native, no CPU fallback. Converted with
 [`litert-torch`](https://github.com/google-ai-edge/ai-edge-torch) **with no patches**.