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MediaPipe-Hand-Detection

Object Detection
PyTorch
real_time
android
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@@ -1,10 +1,10 @@
1
  ---
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  library_name: pytorch
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  license: apache-2.0
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- pipeline_tag: object-detection
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  tags:
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  - real_time
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  - android
 
8
 
9
  ---
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@@ -36,56 +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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- | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.72 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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- | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.797 ms | 1 - 20 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.so) |
41
- | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.167 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
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- | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.521 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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- | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.576 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.so) |
44
- | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.838 ms | 1 - 38 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
45
- | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.514 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
46
- | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.578 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
47
- | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.881 ms | 0 - 29 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
48
- | MediaPipeHandDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.717 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
49
- | MediaPipeHandDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.793 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
50
- | MediaPipeHandDetector | SA7255P ADP | SA7255P | TFLITE | 24.617 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
51
- | MediaPipeHandDetector | SA7255P ADP | SA7255P | QNN | 24.904 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
52
- | MediaPipeHandDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.717 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
53
- | MediaPipeHandDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.812 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
54
- | MediaPipeHandDetector | SA8295P ADP | SA8295P | TFLITE | 1.737 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
55
- | MediaPipeHandDetector | SA8295P ADP | SA8295P | QNN | 2.455 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
56
- | MediaPipeHandDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.714 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
57
- | MediaPipeHandDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.79 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
58
- | MediaPipeHandDetector | SA8775P ADP | SA8775P | TFLITE | 1.525 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
59
- | MediaPipeHandDetector | SA8775P ADP | SA8775P | QNN | 1.761 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
60
- | MediaPipeHandDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.3 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
61
- | MediaPipeHandDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.417 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
62
- | MediaPipeHandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.931 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
63
- | MediaPipeHandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.203 ms | 5 - 5 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
64
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.993 ms | 0 - 47 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
65
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.111 ms | 0 - 47 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.so) |
66
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.496 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
67
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.754 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
68
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.841 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.so) |
69
- | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.168 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
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- | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.7 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.764 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.066 ms | 1 - 35 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
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- | MediaPipeHandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.012 ms | 0 - 48 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.114 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 35.397 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | SA7255P ADP | SA7255P | QNN | 35.699 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
 
 
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  | MediaPipeHandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.021 ms | 0 - 48 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.121 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 2.285 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | SA8295P ADP | SA8295P | QNN | 2.556 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.029 ms | 0 - 47 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.138 ms | 1 - 5 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 2.199 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | SA8775P ADP | SA8775P | QNN | 2.472 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.792 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
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- | MediaPipeHandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.887 ms | 1 - 20 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.329 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipeHandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.636 ms | 8 - 8 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
 
 
 
 
 
 
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@@ -150,7 +158,7 @@ MediaPipeHandDetector
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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, 23]
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  Total # Ops : 149
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  Compute Unit(s) : NPU (149 ops)
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1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
 
4
  tags:
5
  - real_time
6
  - android
7
+ pipeline_tag: object-detection
8
 
9
  ---
10
 
 
36
 
37
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.717 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
40
+ | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.783 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.so) |
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+ | MediaPipeHandDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.189 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
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+ | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.535 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.583 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.so) |
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+ | MediaPipeHandDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.834 ms | 1 - 41 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
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+ | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.443 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.672 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.858 ms | 1 - 31 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
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+ | MediaPipeHandDetector | SA7255P ADP | SA7255P | TFLITE | 24.624 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | SA7255P ADP | SA7255P | QNN | 24.844 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.716 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.786 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | SA8295P ADP | SA8295P | TFLITE | 1.737 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
53
+ | MediaPipeHandDetector | SA8295P ADP | SA8295P | QNN | 2.021 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.717 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.799 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | SA8775P ADP | SA8775P | TFLITE | 1.523 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | SA8775P ADP | SA8775P | QNN | 1.74 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 24.624 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
59
+ | MediaPipeHandDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 24.844 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.716 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.784 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipeHandDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.523 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
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+ | MediaPipeHandDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.74 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
64
+ | MediaPipeHandDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.281 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite) |
65
+ | MediaPipeHandDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.435 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
66
+ | MediaPipeHandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.925 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
67
+ | MediaPipeHandDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.224 ms | 4 - 4 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.onnx) |
68
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.012 ms | 0 - 47 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
69
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.104 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.so) |
70
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.62 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
71
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.757 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
72
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.83 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Hand-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.so) |
73
+ | MediaPipeHandLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.089 ms | 1 - 32 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
74
+ | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.59 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
75
+ | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.648 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
76
+ | MediaPipeHandLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.871 ms | 0 - 29 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
77
+ | MediaPipeHandLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 35.389 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
78
+ | MediaPipeHandLandmarkDetector | SA7255P ADP | SA7255P | QNN | 35.747 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
79
  | MediaPipeHandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.021 ms | 0 - 48 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
80
+ | MediaPipeHandLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.097 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
81
+ | MediaPipeHandLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 2.292 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
82
+ | MediaPipeHandLandmarkDetector | SA8295P ADP | SA8295P | QNN | 2.557 ms | 0 - 13 MB | FP16 | NPU | Use Export Script |
83
+ | MediaPipeHandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.997 ms | 0 - 47 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
84
+ | MediaPipeHandLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.084 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
85
+ | MediaPipeHandLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 2.205 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
86
+ | MediaPipeHandLandmarkDetector | SA8775P ADP | SA8775P | QNN | 2.475 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
87
+ | MediaPipeHandLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 35.389 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
88
+ | MediaPipeHandLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 35.747 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
89
+ | MediaPipeHandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.011 ms | 0 - 48 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
90
+ | MediaPipeHandLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.087 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
91
+ | MediaPipeHandLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.205 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
92
+ | MediaPipeHandLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.475 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
93
+ | MediaPipeHandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.837 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite) |
94
+ | MediaPipeHandLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.899 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
95
+ | MediaPipeHandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.361 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
96
+ | MediaPipeHandLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.615 ms | 8 - 8 MB | FP16 | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.onnx) |
97
 
98
 
99
 
 
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 0.7
161
+ Estimated peak memory usage (MB): [0, 22]
162
  Total # Ops : 149
163
  Compute Unit(s) : NPU (149 ops)
164