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MediaPipe-Pose-Estimation

Keypoint Detection
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real_time
android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: apache-2.0
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  tags:
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  - real_time
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  - android
@@ -26,7 +26,7 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Pose estimation
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipePoseDetector): 815K
@@ -34,66 +34,64 @@ More details on model performance across various devices, can be found
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  - Number of parameters (MediaPipePoseLandmarkDetector): 3.37M
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  - Model size (MediaPipePoseLandmarkDetector): 12.9 MB
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- | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.781 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.786 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.917 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.567 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.57 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.671 ms | 0 - 36 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.46 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.454 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.567 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
48
- | PoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.869 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
49
- | PoseDetector | SA7255P ADP | SA7255P | QNN | 37.832 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.786 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.756 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
52
- | PoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.357 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8295P ADP | SA8295P | QNN | 2.321 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.786 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
55
- | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.757 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
56
- | PoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.79 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8775P ADP | SA8775P | QNN | 1.734 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
58
- | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 37.869 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 37.832 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.785 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.751 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.79 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.734 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.973 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.976 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.886 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.942 ms | 3 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.824 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.81 ms | 1 - 36 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.119 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.614 ms | 0 - 50 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.6 ms | 1 - 45 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.781 ms | 0 - 53 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.52 ms | 0 - 32 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.552 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.681 ms | 1 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.165 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA7255P ADP | SA7255P | QNN | 17.094 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.814 ms | 0 - 68 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.8 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.431 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 1.39 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.819 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.817 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.633 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.606 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 17.165 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 17.094 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.815 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.806 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.633 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.606 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.194 ms | 0 - 42 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.157 ms | 1 - 37 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.025 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.152 ms | 7 - 7 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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@@ -155,21 +153,21 @@ python -m qai_hub_models.models.mediapipe_pose.export
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  Profiling Results
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  ------------------------------------------------------------
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  PoseDetector
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.8
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- Estimated peak memory usage (MB): [0, 27]
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- Total # Ops : 106
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- Compute Unit(s) : NPU (106 ops)
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  ------------------------------------------------------------
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  PoseLandmarkDetector
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.8
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- Estimated peak memory usage (MB): [0, 71]
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- Total # Ops : 219
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- Compute Unit(s) : NPU (219 ops)
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  ```
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1
  ---
2
  library_name: pytorch
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+ license: other
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  tags:
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  - real_time
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  - android
 
26
 
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  ### Model Details
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+ - **Model Type:** Model_use_case.pose_estimation
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipePoseDetector): 815K
 
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  - Number of parameters (MediaPipePoseLandmarkDetector): 3.37M
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  - Model size (MediaPipePoseLandmarkDetector): 12.9 MB
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.205 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.171 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.977 ms | 0 - 31 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.024 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.787 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.757 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.481 ms | 0 - 17 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.44 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.205 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.171 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.781 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.752 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.342 ms | 0 - 18 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.318 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.786 ms | 0 - 28 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.758 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.481 ms | 0 - 17 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.44 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.785 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.747 ms | 0 - 16 MB | NPU | Use Export Script |
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+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.918 ms | 0 - 11 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
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+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.575 ms | 0 - 28 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
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+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.553 ms | 0 - 28 MB | NPU | Use Export Script |
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+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.647 ms | 0 - 36 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
63
+ | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.558 ms | 0 - 25 MB | NPU | Use Export Script |
64
+ | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.695 ms | 0 - 24 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
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+ | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.888 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.943 ms | 0 - 0 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
67
+ | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.246 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
68
+ | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.143 ms | 1 - 10 MB | NPU | Use Export Script |
69
+ | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.145 ms | 0 - 42 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
70
+ | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.285 ms | 1 - 42 MB | NPU | Use Export Script |
71
+ | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.826 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
72
+ | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.817 ms | 1 - 4 MB | NPU | Use Export Script |
73
+ | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.476 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
74
+ | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.45 ms | 1 - 16 MB | NPU | Use Export Script |
75
+ | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.246 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
76
+ | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.143 ms | 1 - 10 MB | NPU | Use Export Script |
77
+ | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.804 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
78
+ | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.804 ms | 1 - 3 MB | NPU | Use Export Script |
79
+ | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.421 ms | 0 - 26 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
80
+ | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.409 ms | 0 - 18 MB | NPU | Use Export Script |
81
+ | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.821 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
82
+ | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.812 ms | 1 - 4 MB | NPU | Use Export Script |
83
+ | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.476 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
84
+ | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.45 ms | 1 - 16 MB | NPU | Use Export Script |
85
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.812 ms | 0 - 69 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
86
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.824 ms | 1 - 17 MB | NPU | Use Export Script |
87
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.129 ms | 0 - 33 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
88
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.617 ms | 0 - 47 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
89
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.598 ms | 1 - 46 MB | NPU | Use Export Script |
90
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.767 ms | 0 - 50 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
91
+ | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.472 ms | 1 - 26 MB | NPU | Use Export Script |
92
+ | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.756 ms | 1 - 27 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
93
+ | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.021 ms | 1 - 1 MB | NPU | Use Export Script |
94
+ | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.154 ms | 7 - 7 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
 
 
95
 
96
 
97
 
 
153
  Profiling Results
154
  ------------------------------------------------------------
155
  PoseDetector
156
+ Device : cs_8275 (ANDROID 14)
157
+ Runtime : TFLITE
158
+ Estimated inference time (ms) : 5.2
159
+ Estimated peak memory usage (MB): [0, 15]
160
+ Total # Ops : 106
161
+ Compute Unit(s) : npu (106 ops) gpu (0 ops) cpu (0 ops)
162
 
163
  ------------------------------------------------------------
164
  PoseLandmarkDetector
165
+ Device : cs_8275 (ANDROID 14)
166
+ Runtime : TFLITE
167
+ Estimated inference time (ms) : 3.2
168
+ Estimated peak memory usage (MB): [0, 27]
169
+ Total # Ops : 219
170
+ Compute Unit(s) : npu (219 ops) gpu (0 ops) cpu (0 ops)
171
  ```
172
 
173