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README.md
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 1.
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.
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## Installation
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python -m qai_hub_models.models.mediapipe_hand.export
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```
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```
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Profile Job summary of MediaPipeHandDetector
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 0.68 ms
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Estimated Peak Memory Range: 0.02-50.05 MB
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Compute Units: NPU (152) | Total (152)
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Profile Job summary of MediaPipeHandLandmarkDetector
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 0.89 ms
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Estimated Peak Memory Range: 0.01-53.81 MB
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Compute Units: NPU (159) | Total (159)
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Profile Job summary of MediaPipeHandDetector
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 0.72 ms
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Estimated Peak Memory Range: 0.77-52.90 MB
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Compute Units: NPU (197) | Total (197)
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Profile Job summary of MediaPipeHandLandmarkDetector
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Device: Samsung Galaxy S24 (14)
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Estimated Inference Time: 0.97 ms
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Estimated Peak Memory Range: 0.77-60.12 MB
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Compute Units: NPU (210) | Total (210)
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/MediaPipe-Hand-Detection/export.py)
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| Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 0.953 ms | 0 - 7 MB | FP16 | NPU | [MediaPipeHandDetector.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.tflite)
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 1.259 ms | 0 - 2 MB | FP16 | NPU | [MediaPipeHandLandmarkDetector.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.tflite)
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.019 ms | 1 - 8 MB | FP16 | NPU | [MediaPipeHandDetector.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandDetector.so)
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| Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.293 ms | 1 - 10 MB | FP16 | NPU | [MediaPipeHandLandmarkDetector.so](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipeHandLandmarkDetector.so)
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## Installation
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python -m qai_hub_models.models.mediapipe_hand.export
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```
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## How does this work?
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This [export script](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/MediaPipe-Hand-Detection/export.py)
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