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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
TF Lite
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 | 0.78 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 |
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- | 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) |
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- | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.89 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 2.161 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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  | 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) |
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- | MediaPipePoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.898 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.929 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.093 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.115 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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  ## Installation
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- This model can be installed as a Python package via pip.
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  ```bash
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  pip install qai-hub-models
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  ```
@@ -292,7 +292,8 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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- * The license for the original implementation of MediaPipe-Pose-Estimation can be found [here](https://github.com/zmurez/MediaPipePyTorch/blob/master/LICENSE).
 
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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 | 0.779 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.84 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 | 1.023 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 | 0.559 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 | 0.608 ms | 0 - 29 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 | 0.747 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 | 0.461 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 | 0.611 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.625 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 | 0.777 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 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.851 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 | 38.097 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.782 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.824 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.337 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 | SA8295P ADP | SA8295P | QNN | 3.047 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.78 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.82 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.784 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 | 1.976 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.901 ms | 0 - 25 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 | 1.996 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.982 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.052 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 | 0.807 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 | 0.917 ms | 0 - 26 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 | 1.346 ms | 0 - 36 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 | 0.601 ms | 0 - 28 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 | 0.651 ms | 0 - 31 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 | 0.926 ms | 0 - 36 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 | 0.561 ms | 0 - 26 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 | 0.537 ms | 1 - 27 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.906 ms | 1 - 35 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 | 0.796 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.893 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.124 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 | 17.474 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipePoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.823 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 | 0.902 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
79
+ | MediaPipePoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.458 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 | 1.697 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 | 0.914 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
83
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.621 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipePoseLandmarkDetector.tflite) |
84
+ | MediaPipePoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.921 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
85
+ | MediaPipePoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.03 ms | 0 - 20 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 | 1.134 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
87
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.123 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
88
+ | MediaPipePoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.356 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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  ## Installation
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+ Install the package via pip:
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  ```bash
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  pip install qai-hub-models
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  ```
 
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  ## License
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+ * The license for the original implementation of MediaPipe-Pose-Estimation can be found
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+ [here](https://github.com/zmurez/MediaPipePyTorch/blob/master/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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