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MediaPipe-Pose-Estimation

Keypoint Detection
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@@ -36,56 +36,56 @@ 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 | 0.78 ms | 0 - 121 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 | 0.841 ms | 0 - 6 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 | 0.998 ms | 0 - 34 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 | 27 - 45 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 | 0.609 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 | 0.738 ms | 0 - 50 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 | 0.562 ms | 0 - 17 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 | 0.497 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.754 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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- | MediaPipePoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.768 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.821 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.959 ms | 0 - 17 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 | 38.175 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.782 ms | 0 - 7 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 | 0.823 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.35 ms | 0 - 10 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 | 2.634 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.774 ms | 0 - 12 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 | 0.82 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.786 ms | 0 - 17 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 | 1.952 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.896 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.979 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.972 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.042 ms | 4 - 4 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 | 0.811 ms | 0 - 8 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 | 0.907 ms | 0 - 34 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 | 1.315 ms | 0 - 9 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 | 0.603 ms | 0 - 25 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 | 0.658 ms | 0 - 25 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 | 0.973 ms | 0 - 99 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 | 0.552 ms | 0 - 23 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 | 0.61 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.911 ms | 0 - 45 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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- | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.799 ms | 0 - 10 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 | 0.911 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.242 ms | 0 - 20 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 | 17.628 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.832 ms | 0 - 190 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 | 0.947 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.5 ms | 0 - 14 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 | 1.839 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.815 ms | 0 - 45 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 | 0.936 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.638 ms | 0 - 22 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 | 1.938 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.03 ms | 0 - 22 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 | 1.11 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.108 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.352 ms | 9 - 9 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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@@ -150,7 +150,7 @@ 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, 121]
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  Total # Ops : 106
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  Compute Unit(s) : NPU (106 ops)
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@@ -159,7 +159,7 @@ 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, 8]
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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 | 0.78 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.838 ms | 0 - 12 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 | 1.004 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 | 0.561 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 S24 | Snapdragon® 8 Gen 3 | QNN | 0.611 ms | 0 - 19 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 | 0.729 ms | 0 - 29 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 | 0.565 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.612 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.834 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseDetector.onnx) |
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+ | MediaPipePoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.78 ms | 0 - 13 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 | 0.819 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.964 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 | 38.258 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.779 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.82 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.344 ms | 0 - 17 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 | 2.66 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.777 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.822 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.803 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 | SA8775P ADP | SA8775P | QNN | 1.985 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.916 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.98 ms | 0 - 29 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.977 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.061 ms | 5 - 5 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 | 0.822 ms | 0 - 44 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 | 0.926 ms | 0 - 35 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 | 1.31 ms | 0 - 26 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 | 0.591 ms | 0 - 32 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 | 0.669 ms | 1 - 23 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 | 0.963 ms | 0 - 38 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 | 0.552 ms | 0 - 25 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 | 0.641 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.922 ms | 0 - 32 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
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+ | MediaPipePoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.816 ms | 0 - 9 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 | 0.903 ms | 1 - 5 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.219 ms | 0 - 19 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 | 17.609 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
77
+ | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.833 ms | 0 - 44 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
78
+ | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.89 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
79
+ | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.42 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
80
+ | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 2.161 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
81
+ | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.807 ms | 0 - 44 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
82
+ | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.898 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.612 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
84
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.929 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
85
+ | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.028 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
86
+ | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.093 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
87
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.115 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
88
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.365 ms | 9 - 9 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.onnx) |
89
 
90
 
91
 
 
150
  Device : Samsung Galaxy S23 (13)
151
  Runtime : TFLITE
152
  Estimated inference time (ms) : 0.8
153
+ Estimated peak memory usage (MB): [0, 23]
154
  Total # Ops : 106
155
  Compute Unit(s) : NPU (106 ops)
156
 
 
159
  Device : Samsung Galaxy S23 (13)
160
  Runtime : TFLITE
161
  Estimated inference time (ms) : 0.8
162
+ Estimated peak memory usage (MB): [0, 44]
163
  Total # Ops : 219
164
  Compute Unit(s) : NPU (219 ops)
165
  ```