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MediaPipe-Hand-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
Model card Files Community
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v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (4) hide show
  1. .gitattributes +2 -0
  2. MediaPipe-Hand-Detection_HandDetector.dlc +3 -0
  3. MediaPipe-Hand-Detection_HandLandmarkDetector.dlc +3 -0
  4. README.md +61 -61
.gitattributes CHANGED
@@ -37,3 +37,5 @@ MediaPipeHandDetector.so filter=lfs diff=lfs merge=lfs -text
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  MediaPipeHandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
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  HandDetector.so filter=lfs diff=lfs merge=lfs -text
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  HandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
 
 
 
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  MediaPipeHandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
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  HandDetector.so filter=lfs diff=lfs merge=lfs -text
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  HandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
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+ MediaPipe-Hand-Detection_HandDetector.dlc filter=lfs diff=lfs merge=lfs -text
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+ MediaPipe-Hand-Detection_HandLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
MediaPipe-Hand-Detection_HandDetector.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:6256022f1254c6f5fee953c576da903000b8c1599c3e9beff2137de28d3a787b
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+ size 7271937
MediaPipe-Hand-Detection_HandLandmarkDetector.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4ad066360bf943fdb00bf527482a59c550abe07878c79efcd7f7f39c2198012b
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+ size 8267725
README.md CHANGED
@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
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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 | 24.707 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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 24.554 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.368 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 | 1.354 ms | 1 - 32 MB | NPU | Use Export Script |
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- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.721 ms | 0 - 38 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 | 0.7 ms | 1 - 4 MB | NPU | Use Export Script |
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- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.318 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 | 1.266 ms | 1 - 13 MB | NPU | Use Export Script |
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- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.707 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 | SA7255P ADP | Qualcomm® SA7255P | QNN | 24.554 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.724 ms | 0 - 37 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 | 0.697 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.732 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 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.688 ms | 1 - 18 MB | NPU | Use Export Script |
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- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.72 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.699 ms | 1 - 4 MB | NPU | Use Export Script |
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- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.318 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.266 ms | 1 - 13 MB | NPU | Use Export Script |
57
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.727 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 S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.697 ms | 0 - 35 MB | NPU | Use Export Script |
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- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.957 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 | 0.52 ms | 0 - 41 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 | 0.519 ms | 0 - 34 MB | NPU | Use Export Script |
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- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.667 ms | 0 - 39 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 | 0.439 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.436 ms | 1 - 27 MB | NPU | Use Export Script |
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- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.725 ms | 1 - 30 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 | 0.867 ms | 1 - 1 MB | NPU | Use Export Script |
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- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.997 ms | 3 - 3 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 | 35.421 ms | 0 - 26 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 | 35.335 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.822 ms | 0 - 37 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.936 ms | 1 - 31 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.009 ms | 0 - 70 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 | 1.004 ms | 1 - 12 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.914 ms | 0 - 27 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.875 ms | 1 - 13 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 35.421 ms | 0 - 26 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 | SA7255P ADP | Qualcomm® SA7255P | QNN | 35.335 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.011 ms | 0 - 70 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.003 ms | 0 - 2 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.265 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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- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.198 ms | 1 - 19 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.006 ms | 0 - 73 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.002 ms | 1 - 4 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.914 ms | 0 - 27 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 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.875 ms | 1 - 13 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.997 ms | 0 - 70 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.012 ms | 0 - 59 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.361 ms | 0 - 48 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.736 ms | 0 - 33 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.751 ms | 1 - 36 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.953 ms | 0 - 41 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.59 ms | 0 - 32 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.693 ms | 1 - 25 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.899 ms | 1 - 25 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 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.219 ms | 1 - 1 MB | NPU | Use Export Script |
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- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.354 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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@@ -157,7 +157,7 @@ Profiling Results
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  HandDetector
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 24.7
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  Estimated peak memory usage (MB): [0, 24]
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  Total # Ops : 149
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  Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
@@ -166,8 +166,8 @@ Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
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  HandLandmarkDetector
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 35.4
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- Estimated peak memory usage (MB): [0, 26]
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  Total # Ops : 158
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  Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
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+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.799 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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.748 ms | 1 - 25 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.332 ms | 0 - 32 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_DLC | 1.326 ms | 1 - 31 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.718 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.695 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.306 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_DLC | 1.292 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.799 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 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.748 ms | 1 - 25 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.725 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.699 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.729 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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+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.657 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.723 ms | 0 - 38 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_DLC | 0.7 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.306 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_DLC | 1.292 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.716 ms | 0 - 38 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_DLC | 0.7 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.963 ms | 0 - 21 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 | 0.52 ms | 0 - 33 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_DLC | 0.52 ms | 1 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
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+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.686 ms | 0 - 44 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 | 0.525 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
64
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.583 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
65
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.723 ms | 1 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
66
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.872 ms | 13 - 13 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
67
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.994 ms | 4 - 4 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
68
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.297 ms | 0 - 25 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
69
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.218 ms | 1 - 19 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
70
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.824 ms | 0 - 35 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_DLC | 1.952 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
72
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.007 ms | 0 - 72 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.99 ms | 0 - 59 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
74
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.868 ms | 0 - 26 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_DLC | 1.856 ms | 1 - 21 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
76
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.297 ms | 0 - 25 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_DLC | 5.218 ms | 1 - 19 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
78
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.034 ms | 0 - 71 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_DLC | 0.993 ms | 0 - 59 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
80
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.268 ms | 0 - 23 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_DLC | 2.222 ms | 1 - 19 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
82
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.012 ms | 0 - 71 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_DLC | 1.002 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
84
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.868 ms | 0 - 26 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_DLC | 1.856 ms | 1 - 21 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
86
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.011 ms | 0 - 72 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_DLC | 1.001 ms | 1 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
88
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.299 ms | 0 - 20 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 | 0.744 ms | 0 - 40 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_DLC | 0.751 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
91
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.933 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 | 0.751 ms | 0 - 31 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_DLC | 0.699 ms | 1 - 25 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
94
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.945 ms | 1 - 29 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_DLC | 1.253 ms | 38 - 38 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
96
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.37 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
 
 
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, 24]
162
  Total # Ops : 149
163
  Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
 
166
  HandLandmarkDetector
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 5.3
170
+ Estimated peak memory usage (MB): [0, 25]
171
  Total # Ops : 158
172
  Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)
173
  ```