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MediaPipe-Hand-Detection

Object Detection
PyTorch
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:** Object detection
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipeHandDetector): 1.76M
@@ -34,66 +34,66 @@ More details on model performance across various devices, can be found
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  - Number of parameters (MediaPipeHandLandmarkDetector): 2.01M
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  - Model size (MediaPipeHandLandmarkDetector): 7.71 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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- | HandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.739 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.732 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.so) |
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- | HandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.983 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.onnx) |
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- | HandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.539 ms | 0 - 38 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.536 ms | 0 - 31 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.so) |
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- | HandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.69 ms | 0 - 37 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.onnx) |
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- | HandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.539 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.441 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.752 ms | 1 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.onnx) |
48
- | HandDetector | SA7255P ADP | SA7255P | TFLITE | 24.655 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | SA7255P ADP | SA7255P | QNN | 24.559 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.742 ms | 0 - 31 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.709 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | SA8295P ADP | SA8295P | TFLITE | 1.751 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | SA8295P ADP | SA8295P | QNN | 1.69 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.739 ms | 0 - 31 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.708 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | SA8775P ADP | SA8775P | TFLITE | 1.557 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | SA8775P ADP | SA8775P | QNN | 1.508 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 24.655 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 24.559 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.739 ms | 0 - 29 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.706 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.557 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.508 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.428 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.tflite) |
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- | HandDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.449 ms | 1 - 27 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.885 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | HandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.994 ms | 4 - 4 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandDetector.onnx) |
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- | HandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.019 ms | 0 - 63 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.02 ms | 0 - 51 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.so) |
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- | HandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.347 ms | 0 - 42 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.onnx) |
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- | HandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.748 ms | 0 - 40 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.761 ms | 0 - 31 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.so) |
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- | HandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.927 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.onnx) |
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- | HandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.702 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.591 ms | 0 - 19 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.94 ms | 1 - 28 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.onnx) |
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- | HandLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 35.415 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | SA7255P ADP | SA7255P | QNN | 35.371 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.022 ms | 0 - 64 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.01 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 2.286 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | SA8295P ADP | SA8295P | QNN | 2.213 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.042 ms | 0 - 65 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.026 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 2.22 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | SA8775P ADP | SA8775P | QNN | 2.165 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 35.415 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 35.371 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.014 ms | 0 - 64 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.005 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.22 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.165 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.911 ms | 0 - 35 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.tflite) |
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- | HandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.934 ms | 1 - 29 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.225 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | HandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.377 ms | 6 - 6 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/HandLandmarkDetector.onnx) |
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@@ -155,21 +155,21 @@ python -m qai_hub_models.models.mediapipe_hand.export
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  Profiling Results
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  ------------------------------------------------------------
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  HandDetector
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.7
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- Estimated peak memory usage (MB): [0, 30]
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- Total # Ops : 149
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- Compute Unit(s) : NPU (149 ops)
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  ------------------------------------------------------------
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  HandLandmarkDetector
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 1.0
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- Estimated peak memory usage (MB): [0, 63]
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- Total # Ops : 158
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- Compute Unit(s) : NPU (158 ops)
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  ```
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1
  ---
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  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
 
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  ### Model Details
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+ - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipeHandDetector): 1.76M
 
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  - Number of parameters (MediaPipeHandLandmarkDetector): 2.01M
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  - Model size (MediaPipeHandLandmarkDetector): 7.71 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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+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.835 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.776 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.452 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.445 ms | 1 - 26 MB | NPU | Use Export Script |
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+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.738 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.711 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.336 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.278 ms | 1 - 16 MB | NPU | Use Export Script |
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+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.835 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.776 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.739 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.715 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.719 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.697 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.746 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.71 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.336 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.278 ms | 1 - 16 MB | NPU | Use Export Script |
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+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.742 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.715 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.967 ms | 0 - 17 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.536 ms | 0 - 39 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.531 ms | 0 - 33 MB | NPU | Use Export Script |
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+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.699 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.537 ms | 0 - 23 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.53 ms | 0 - 25 MB | NPU | Use Export Script |
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+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.627 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.879 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.972 ms | 4 - 4 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.393 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.275 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.874 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.061 ms | 1 - 29 MB | NPU | Use Export Script |
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+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.006 ms | 0 - 63 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
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+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.017 ms | 1 - 3 MB | NPU | Use Export Script |
74
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.957 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.865 ms | 1 - 15 MB | NPU | Use Export Script |
76
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.393 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
77
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.275 ms | 1 - 11 MB | NPU | Use Export Script |
78
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.015 ms | 0 - 64 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
79
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.01 ms | 1 - 4 MB | NPU | Use Export Script |
80
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.302 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
81
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.206 ms | 0 - 19 MB | NPU | Use Export Script |
82
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.02 ms | 0 - 64 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
83
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.997 ms | 1 - 4 MB | NPU | Use Export Script |
84
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.957 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
85
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.865 ms | 1 - 15 MB | NPU | Use Export Script |
86
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.028 ms | 0 - 65 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
87
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.01 ms | 0 - 52 MB | NPU | Use Export Script |
88
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.316 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
89
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.757 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.756 ms | 1 - 31 MB | NPU | Use Export Script |
91
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.976 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
92
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.7 ms | 0 - 25 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.592 ms | 1 - 28 MB | NPU | Use Export Script |
94
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.796 ms | 1 - 24 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
95
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.255 ms | 1 - 1 MB | NPU | Use Export Script |
96
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.387 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
97
 
98
 
99
 
 
155
  Profiling Results
156
  ------------------------------------------------------------
157
  HandDetector
158
+ Device : cs_8275 (ANDROID 14)
159
+ Runtime : TFLITE
160
+ Estimated inference time (ms) : 3.8
161
+ Estimated peak memory usage (MB): [0, 21]
162
+ Total # Ops : 149
163
+ Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
164
 
165
  ------------------------------------------------------------
166
  HandLandmarkDetector
167
+ Device : cs_8275 (ANDROID 14)
168
+ Runtime : TFLITE
169
+ Estimated inference time (ms) : 5.4
170
+ Estimated peak memory usage (MB): [0, 22]
171
+ Total # Ops : 158
172
+ Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)
173
  ```
174
 
175