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Lightweight-Face-Detection

Object Detection
PyTorch
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bu_iot
android
Model card Files
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v0.52.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (3) hide show
  1. LICENSE +1 -1
  2. README.md +103 -103
  3. release_assets.json +15 -15
LICENSE CHANGED
@@ -1 +1 @@
1
- The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/LICENSE.
 
1
+ The license of the original trained model can be found at https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE.
README.md CHANGED
@@ -28,16 +28,16 @@ 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/face_det_lite/releases/v0.51.0/face_det_lite-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16.zip)
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- | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a8.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/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a8.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/face_det_lite/releases/v0.51.0/face_det_lite-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Lightweight-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_det_lite)**.
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@@ -77,89 +77,89 @@ See our repository for [Lightweight-Face-Detection on GitHub](https://github.com
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  | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.503 ms | 1 - 4 MB | NPU
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  | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.894 ms | 0 - 140 MB | NPU
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  | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.832 ms | 0 - 146 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.905 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.982 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 0 - 156 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 86.907 ms | 28 - 31 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.752 ms | 0 - 107 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.112 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.575 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.852 ms | 0 - 142 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.328 ms | 28 - 36 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.843 ms | 0 - 148 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.913 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.956 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.042 ms | 0 - 158 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 88.508 ms | 28 - 31 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.72 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.168 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 45.08 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.867 ms | 0 - 144 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.111 ms | 29 - 37 MB | CPU
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  | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.219 ms | 0 - 145 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.222 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.568 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.309 ms | 0 - 152 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 16.999 ms | 13 - 17 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.445 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.636 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.829 ms | 12 - 20 MB | CPU
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  | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.251 ms | 0 - 140 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.558 ms | 12 - 20 MB | CPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.075 ms | 1 - 34 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.351 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.811 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.6 ms | 0 - 42 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 6.676 ms | 1 - 28 MB | NPU
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  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.525 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.245 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.707 ms | 1 - 4 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.293 ms | 1 - 43 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.676 ms | 1 - 28 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.795 ms | 1 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.217 ms | 0 - 28 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.711 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.911 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.988 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.959 ms | 1 - 153 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.504 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.977 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.768 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.88 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.207 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.606 ms | 1 - 144 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.877 ms | 0 - 153 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.977 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.264 ms | 0 - 137 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 1 - 144 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.574 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.739 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.938 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 2.044 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.019 ms | 0 - 152 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 3.285 ms | 1 - 140 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.832 ms | 1 - 73 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.069 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.441 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.572 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.285 ms | 1 - 140 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.817 ms | 0 - 144 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.587 ms | 1 - 140 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 28 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.302 ms | 0 - 0 MB | NPU
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  | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.528 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.281 ms | 0 - 35 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.407 ms | 0 - 2 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.082 ms | 0 - 25 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.41 ms | 0 - 2 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.598 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.552 ms | 0 - 2 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.775 ms | 0 - 138 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.498 ms | 0 - 37 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.082 ms | 0 - 25 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.843 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.227 ms | 0 - 30 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 138 MB | NPU
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  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.067 ms | 0 - 34 MB | NPU
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  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.631 ms | 0 - 42 MB | NPU
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  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6.6 ms | 0 - 29 MB | NPU
@@ -170,23 +170,23 @@ See our repository for [Lightweight-Face-Detection on GitHub](https://github.com
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  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.6 ms | 0 - 29 MB | NPU
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  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.795 ms | 0 - 27 MB | NPU
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  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.238 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.194 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.279 ms | 0 - 34 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.363 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.096 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.412 ms | 0 - 1 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.618 ms | 0 - 26 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.577 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.807 ms | 0 - 137 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.502 ms | 0 - 35 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.096 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.834 ms | 0 - 22 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.238 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 137 MB | NPU
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  ## License
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  * The license for the original implementation of Lightweight-Face-Detection can be found
189
- [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/face_det_lite/releases/v0.52.0/face_det_lite-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-onnx-w8a16.zip)
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+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-onnx-w8a8.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/face_det_lite/releases/v0.52.0/face_det_lite-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-qnn_dlc-w8a8.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/face_det_lite/releases/v0.52.0/face_det_lite-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.52.0/face_det_lite-tflite-w8a8.zip)
41
 
42
  For more device-specific assets and performance metrics, visit **[Lightweight-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_det_lite)**.
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  | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.503 ms | 1 - 4 MB | NPU
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  | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.894 ms | 0 - 140 MB | NPU
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  | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.832 ms | 0 - 146 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.907 ms | 0 - 0 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.969 ms | 1 - 1 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.984 ms | 0 - 156 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 87.283 ms | 30 - 33 MB | CPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.751 ms | 0 - 9 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.089 ms | 0 - 3 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.747 ms | 28 - 35 MB | CPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.852 ms | 0 - 145 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.204 ms | 28 - 36 MB | CPU
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+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.841 ms | 0 - 146 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.912 ms | 0 - 0 MB | NPU
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+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.945 ms | 1 - 1 MB | NPU
92
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.001 ms | 0 - 157 MB | NPU
93
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 87.945 ms | 29 - 31 MB | CPU
94
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.718 ms | 0 - 32 MB | NPU
95
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.169 ms | 0 - 3 MB | NPU
96
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 44.977 ms | 27 - 34 MB | CPU
97
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.86 ms | 0 - 141 MB | NPU
98
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.002 ms | 28 - 35 MB | CPU
99
  | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.219 ms | 0 - 145 MB | NPU
100
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.221 ms | 0 - 0 MB | NPU
101
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.573 ms | 0 - 0 MB | NPU
102
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.304 ms | 0 - 153 MB | NPU
103
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 17.164 ms | 12 - 17 MB | CPU
104
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.45 ms | 0 - 10 MB | NPU
105
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.66 ms | 0 - 3 MB | NPU
106
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.82 ms | 13 - 21 MB | CPU
107
  | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.251 ms | 0 - 140 MB | NPU
108
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.583 ms | 12 - 20 MB | CPU
109
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.079 ms | 1 - 34 MB | NPU
110
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.367 ms | 1 - 1 MB | NPU
111
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.787 ms | 1 - 1 MB | NPU
112
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.599 ms | 0 - 41 MB | NPU
113
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 6.694 ms | 1 - 27 MB | NPU
114
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.525 ms | 1 - 3 MB | NPU
115
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.239 ms | 1 - 31 MB | NPU
116
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.693 ms | 1 - 4 MB | NPU
117
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.281 ms | 0 - 42 MB | NPU
118
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.694 ms | 1 - 27 MB | NPU
119
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.797 ms | 0 - 26 MB | NPU
120
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.217 ms | 1 - 30 MB | NPU
121
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.722 ms | 1 - 143 MB | NPU
122
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.928 ms | 1 - 1 MB | NPU
123
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.973 ms | 1 - 1 MB | NPU
124
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.956 ms | 0 - 152 MB | NPU
125
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.584 ms | 1 - 3 MB | NPU
126
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.949 ms | 0 - 139 MB | NPU
127
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.759 ms | 1 - 2 MB | NPU
128
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.898 ms | 1 - 142 MB | NPU
129
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.207 ms | 3 - 5 MB | NPU
130
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.749 ms | 1 - 141 MB | NPU
131
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.88 ms | 0 - 153 MB | NPU
132
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.949 ms | 0 - 139 MB | NPU
133
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.275 ms | 1 - 138 MB | NPU
134
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 0 - 139 MB | NPU
135
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.58 ms | 0 - 139 MB | NPU
136
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.749 ms | 1 - 143 MB | NPU
137
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.952 ms | 1 - 1 MB | NPU
138
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.967 ms | 1 - 1 MB | NPU
139
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.946 ms | 0 - 156 MB | NPU
140
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 3.184 ms | 1 - 139 MB | NPU
141
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.76 ms | 1 - 96 MB | NPU
142
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.929 ms | 0 - 142 MB | NPU
143
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.322 ms | 1 - 3 MB | NPU
144
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.493 ms | 1 - 142 MB | NPU
145
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.184 ms | 1 - 139 MB | NPU
146
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.796 ms | 1 - 144 MB | NPU
147
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.551 ms | 1 - 140 MB | NPU
148
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.193 ms | 0 - 27 MB | NPU
149
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.308 ms | 0 - 0 MB | NPU
150
  | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.528 ms | 0 - 0 MB | NPU
151
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.282 ms | 0 - 35 MB | NPU
152
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.41 ms | 0 - 2 MB | NPU
153
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.089 ms | 0 - 25 MB | NPU
154
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.402 ms | 0 - 2 MB | NPU
155
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.6 ms | 0 - 28 MB | NPU
156
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.555 ms | 2 - 4 MB | NPU
157
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.815 ms | 0 - 139 MB | NPU
158
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.495 ms | 0 - 37 MB | NPU
159
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.089 ms | 0 - 25 MB | NPU
160
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.83 ms | 0 - 24 MB | NPU
161
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.225 ms | 0 - 25 MB | NPU
162
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 137 MB | NPU
163
  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.067 ms | 0 - 34 MB | NPU
164
  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.631 ms | 0 - 42 MB | NPU
165
  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6.6 ms | 0 - 29 MB | NPU
 
170
  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.6 ms | 0 - 29 MB | NPU
171
  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.795 ms | 0 - 27 MB | NPU
172
  | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.238 ms | 0 - 29 MB | NPU
173
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.192 ms | 0 - 27 MB | NPU
174
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.286 ms | 0 - 34 MB | NPU
175
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.335 ms | 0 - 3 MB | NPU
176
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.108 ms | 0 - 24 MB | NPU
177
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.412 ms | 0 - 66 MB | NPU
178
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.626 ms | 0 - 26 MB | NPU
179
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.574 ms | 0 - 3 MB | NPU
180
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.812 ms | 0 - 137 MB | NPU
181
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.506 ms | 0 - 36 MB | NPU
182
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.108 ms | 0 - 24 MB | NPU
183
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.842 ms | 0 - 22 MB | NPU
184
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.234 ms | 0 - 25 MB | NPU
185
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.483 ms | 0 - 136 MB | NPU
186
 
187
  ## License
188
  * The license for the original implementation of Lightweight-Face-Detection can be found
189
+ [here](https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE).
190
 
191
 
192
 
release_assets.json CHANGED
@@ -1,85 +1,85 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16_mixed_int16.zip"
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- "w8a8": {
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29
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  "qnn_dlc": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a8.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-float.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-float.zip"
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  }
84
  }
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  }
 
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  "onnx": {
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84
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85
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