v0.53.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.
- README.md +74 -56
- release_assets.json +5 -5
README.md
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@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.42 ms | 0 - 47 MB | NPU
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| hand_detector | ONNX | float | Snapdragon®
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| hand_detector | ONNX | float | Snapdragon®
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| hand_detector | ONNX | float | Snapdragon®
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| hand_detector | ONNX | float |
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| hand_detector | ONNX | float |
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| hand_detector | ONNX | float |
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| hand_detector |
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| hand_detector |
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| hand_detector | QNN_DLC | float | Snapdragon®
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| hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.535 ms | 0 - 58 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.
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| hand_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.
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| hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.
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| hand_detector | QNN_DLC | float | Qualcomm®
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| hand_detector | QNN_DLC | float | Qualcomm®
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| hand_detector | QNN_DLC | float | Qualcomm®
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| hand_detector | QNN_DLC | float | Qualcomm®
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| hand_detector | QNN_DLC | float |
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| hand_detector |
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| hand_detector |
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| hand_detector | TFLITE | float |
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| hand_detector | TFLITE | float |
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| hand_detector | TFLITE | float |
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| hand_detector | TFLITE | float | Qualcomm®
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| hand_detector | TFLITE | float | Qualcomm®
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| hand_detector | TFLITE | float | Qualcomm®
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| hand_detector | TFLITE | float | Qualcomm®
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| hand_detector | TFLITE | float |
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| hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.72 ms | 6 - 6 MB | NPU
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| hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.
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| hand_landmark_detector | ONNX | float | Snapdragon®
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| hand_landmark_detector | ONNX | float |
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| hand_landmark_detector | ONNX | float | Qualcomm®
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| hand_landmark_detector | ONNX | float |
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| hand_landmark_detector |
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| hand_landmark_detector | QNN_DLC | float | Snapdragon®
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| hand_landmark_detector | QNN_DLC | float | Snapdragon®
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| hand_landmark_detector | QNN_DLC | float | Snapdragon®
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.338 ms | 1 - 34 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.
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| hand_landmark_detector | QNN_DLC | float | Qualcomm®
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| hand_landmark_detector | QNN_DLC | float | Qualcomm®
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.338 ms | 1 - 34 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8
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| hand_landmark_detector | TFLITE | float |
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float | Qualcomm®
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| hand_landmark_detector | TFLITE | float |
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## License
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* The license for the original implementation of MediaPipe-Hand-Detection can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| 30 |
|---|---|---|---|---|
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| 31 |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-onnx-float.zip)
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-qnn_dlc-float.zip)
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 62 |
|---|---|---|---|---|---|---
|
| 63 |
| hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.42 ms | 0 - 47 MB | NPU
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| 64 |
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| hand_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.497 ms | 0 - 48 MB | NPU
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| 65 |
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| hand_detector | ONNX | float | Snapdragon® X2 Elite | 0.491 ms | 0 - 0 MB | NPU
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| 66 |
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| hand_detector | ONNX | float | Snapdragon® X Elite | 1.037 ms | 3 - 3 MB | NPU
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| 67 |
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| hand_detector | ONNX | float | Snapdragon® X Elite | 1.037 ms | 3 - 3 MB | NPU
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| 68 |
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| hand_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.596 ms | 0 - 73 MB | NPU
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| 69 |
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| hand_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.834 ms | 0 - 7 MB | NPU
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| hand_detector | ONNX | float | Qualcomm® QCS9075 | 1.268 ms | 1 - 3 MB | NPU
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| 71 |
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| hand_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.497 ms | 0 - 48 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 1 - 43 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.439 ms | 1 - 39 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.614 ms | 1 - 1 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.909 ms | 1 - 1 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.909 ms | 1 - 1 MB | NPU
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| hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.535 ms | 0 - 58 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.772 ms | 1 - 39 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.733 ms | 1 - 37 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.274 ms | 1 - 42 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.274 ms | 1 - 42 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.274 ms | 1 - 42 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.114 ms | 1 - 3 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.378 ms | 0 - 53 MB | NPU
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| hand_detector | QNN_DLC | float | Qualcomm® SA7255P | 3.772 ms | 1 - 39 MB | NPU
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| 86 |
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| hand_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.697 ms | 0 - 31 MB | NPU
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| 87 |
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| hand_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.439 ms | 1 - 39 MB | NPU
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| 88 |
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| hand_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.38 ms | 0 - 41 MB | NPU
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| hand_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.447 ms | 0 - 35 MB | NPU
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| hand_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.532 ms | 0 - 55 MB | NPU
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| 91 |
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| hand_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.786 ms | 0 - 38 MB | NPU
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| 92 |
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| hand_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.74 ms | 0 - 2 MB | NPU
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| 93 |
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| hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.302 ms | 0 - 39 MB | NPU
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| hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.302 ms | 0 - 39 MB | NPU
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| hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.302 ms | 0 - 39 MB | NPU
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| 96 |
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| hand_detector | TFLITE | float | Qualcomm® QCS9075 | 1.128 ms | 0 - 7 MB | NPU
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| 97 |
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| hand_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.385 ms | 0 - 50 MB | NPU
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| 98 |
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| hand_detector | TFLITE | float | Qualcomm® SA7255P | 3.786 ms | 0 - 38 MB | NPU
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| 99 |
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| hand_detector | TFLITE | float | Qualcomm® SA8295P | 1.69 ms | 0 - 30 MB | NPU
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| 100 |
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| hand_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.447 ms | 0 - 35 MB | NPU
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| 101 |
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| hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.561 ms | 0 - 43 MB | NPU
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| 102 |
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| hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.665 ms | 0 - 45 MB | NPU
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| hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.72 ms | 6 - 6 MB | NPU
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| hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.393 ms | 6 - 6 MB | NPU
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| hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.393 ms | 6 - 6 MB | NPU
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| 106 |
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| hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.837 ms | 0 - 68 MB | NPU
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| 107 |
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| hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.103 ms | 0 - 8 MB | NPU
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| 108 |
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| hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 1.839 ms | 1 - 3 MB | NPU
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| 109 |
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| hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.665 ms | 0 - 45 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.513 ms | 1 - 39 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.601 ms | 0 - 34 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.843 ms | 1 - 1 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.292 ms | 1 - 1 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.292 ms | 1 - 1 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.787 ms | 0 - 56 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.338 ms | 1 - 34 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.013 ms | 1 - 2 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.844 ms | 1 - 37 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.844 ms | 1 - 37 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.844 ms | 1 - 37 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.674 ms | 3 - 5 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.952 ms | 0 - 52 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.338 ms | 1 - 34 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.245 ms | 0 - 31 MB | NPU
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| hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.601 ms | 0 - 34 MB | NPU
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.506 ms | 0 - 43 MB | NPU
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.604 ms | 0 - 37 MB | NPU
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.767 ms | 0 - 58 MB | NPU
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| hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.353 ms | 0 - 39 MB | NPU
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| hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.997 ms | 0 - 2 MB | NPU
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| 131 |
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| hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.889 ms | 0 - 43 MB | NPU
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| hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.889 ms | 0 - 43 MB | NPU
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| hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.889 ms | 0 - 43 MB | NPU
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| hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 1.723 ms | 0 - 9 MB | NPU
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| 135 |
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| hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.96 ms | 0 - 56 MB | NPU
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| 136 |
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| hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 5.353 ms | 0 - 39 MB | NPU
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| 137 |
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| hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 2.229 ms | 0 - 35 MB | NPU
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| 138 |
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| hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.604 ms | 0 - 37 MB | NPU
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| 139 |
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## License
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| 141 |
* The license for the original implementation of MediaPipe-Hand-Detection can be found
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release_assets.json
CHANGED
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@@ -1,27 +1,27 @@
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{
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| 2 |
-
"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.
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}
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}
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}
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{
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+
"version": "0.53.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-qnn_dlc-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.53.0/mediapipe_hand-onnx-float.zip"
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}
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}
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}
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