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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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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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- | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.786 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.757 ms | 0 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.so) |
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- | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.927 ms | 0 - 10 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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- | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.558 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.552 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.so) |
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- | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.666 ms | 0 - 32 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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- | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.592 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.562 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.562 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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- | MediaPipePoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.872 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | SA7255P ADP | SA7255P | QNN | 37.813 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.787 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.753 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.351 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | SA8295P ADP | SA8295P | QNN | 2.338 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.784 ms | 0 - 5 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.759 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.801 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | SA8775P ADP | SA8775P | QNN | 1.745 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 37.872 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 37.813 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | 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/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.756 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.801 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.745 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.901 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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- | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.915 ms | 0 - 26 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.891 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.935 ms | 3 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.804 ms | 0 - 69 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.817 ms | 1 - 4 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.so) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.119 ms | 0 - 35 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.616 ms | 0 - 49 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.614 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.so) |
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- | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.793 ms | 0 - 49 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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- | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.474 ms | 0 - 39 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.48 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.794 ms | 1 - 31 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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- | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.167 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | QNN | 17.226 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.832 ms | 0 - 69 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.808 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.478 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 1.381 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.821 ms | 0 - 69 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.814 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.648 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.639 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 17.167 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 17.226 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.82 ms | 0 - 70 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.814 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.648 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.639 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.033 ms | 0 - 43 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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- | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.047 ms | 1 - 37 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.041 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.158 ms | 8 - 8 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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@@ -158,7 +158,7 @@ MediaPipePoseDetector
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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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@@ -167,7 +167,7 @@ MediaPipePoseLandmarkDetector
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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, 69]
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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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  | 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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+ | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.778 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.762 ms | 0 - 2 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.so) |
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+ | MediaPipePoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.93 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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+ | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.611 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.554 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.so) |
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+ | MediaPipePoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.672 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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+ | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.458 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.555 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.688 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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+ | MediaPipePoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.855 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | SA7255P ADP | SA7255P | QNN | 37.769 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.779 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.757 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.358 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | SA8295P ADP | SA8295P | QNN | 2.319 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | 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/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.76 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.776 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | SA8775P ADP | SA8775P | QNN | 1.736 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 37.855 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 37.769 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.787 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.762 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.776 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.736 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.966 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.tflite) |
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+ | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.043 ms | 0 - 26 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.887 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.943 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.817 ms | 0 - 70 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
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+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.897 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.so) |
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+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.116 ms | 0 - 32 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
71
+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.612 ms | 0 - 50 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
72
+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.562 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.so) |
73
+ | MediaPipePoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.788 ms | 0 - 50 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
74
+ | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.555 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
75
+ | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.552 ms | 1 - 27 MB | FP16 | NPU | Use Export Script |
76
+ | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.764 ms | 1 - 28 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
77
+ | MediaPipePoseLandmarkDetector | 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/MediaPipePoseLandmarkDetector.tflite) |
78
+ | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | QNN | 17.111 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
79
+ | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.818 ms | 0 - 70 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
80
+ | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.796 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
81
+ | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.458 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
82
+ | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 1.38 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
83
+ | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.81 ms | 0 - 70 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
84
+ | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.898 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
85
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.629 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
86
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.574 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
87
+ | MediaPipePoseLandmarkDetector | 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/MediaPipePoseLandmarkDetector.tflite) |
88
+ | MediaPipePoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 17.111 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.807 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
90
+ | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.811 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
91
+ | MediaPipePoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.629 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
92
+ | MediaPipePoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.574 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
93
+ | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.111 ms | 0 - 46 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
94
+ | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.147 ms | 1 - 38 MB | FP16 | NPU | Use Export Script |
95
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.007 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
96
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.164 ms | 7 - 7 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
97
 
98
 
99
 
 
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 0.8
161
+ Estimated peak memory usage (MB): [0, 26]
162
  Total # Ops : 106
163
  Compute Unit(s) : NPU (106 ops)
164
 
 
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
  Estimated inference time (ms) : 0.8
170
+ Estimated peak memory usage (MB): [0, 70]
171
  Total # Ops : 219
172
  Compute Unit(s) : NPU (219 ops)
173
  ```