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Lightweight-Face-Detection

Object Detection
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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +158 -153
  2. release_assets.json +25 -25
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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -69,151 +69,156 @@ See our repository for [Lightweight-Face-Detection on GitHub](https://github.com
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  ## Performance Summary
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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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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.077 ms | 0 - 148 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.892 ms | 1 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.16 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.209 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.209 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.085 ms | 0 - 159 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.96 ms | 1 - 22 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.892 ms | 1 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.493 ms | 1 - 4 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® 8 Elite Mobile | 0.851 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.906 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.981 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.981 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.985 ms | 0 - 157 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 89.03 ms | 28 - 31 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.75 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.632 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.233 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.09 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.851 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.233 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.848 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.866 ms | 0 - 147 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 | 1.93 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.93 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.01 ms | 0 - 158 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 86.821 ms | 28 - 31 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.714 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.866 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 44.484 ms | 27 - 34 MB | CPU
104
- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.067 ms | 27 - 34 MB | CPU
105
- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.129 ms | 0 - 3 MB | NPU
106
- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.067 ms | 27 - 34 MB | CPU
107
- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.217 ms | 0 - 145 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.245 ms | 0 - 140 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.22 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.557 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.557 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.3 ms | 0 - 154 MB | NPU
113
- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 16.964 ms | 13 - 17 MB | CPU
114
- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.437 ms | 0 - 30 MB | NPU
115
- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.622 ms | 0 - 3 MB | NPU
116
- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.564 ms | 13 - 21 MB | CPU
117
- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.724 ms | 13 - 21 MB | CPU
118
- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.245 ms | 0 - 140 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.564 ms | 13 - 21 MB | CPU
120
  | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.076 ms | 1 - 34 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.219 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.347 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.775 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.775 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.598 ms | 0 - 42 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.505 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.244 ms | 0 - 30 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.244 ms | 0 - 30 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.244 ms | 0 - 30 MB | NPU
130
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.285 ms | 0 - 43 MB | NPU
131
- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.673 ms | 1 - 28 MB | NPU
132
- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.219 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.782 ms | 0 - 26 MB | NPU
134
- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.685 ms | 1 - 4 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.71 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.771 ms | 0 - 144 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.938 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.976 ms | 1 - 1 MB | NPU
139
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.976 ms | 1 - 1 MB | NPU
140
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.964 ms | 1 - 152 MB | NPU
141
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.489 ms | 0 - 3 MB | NPU
142
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.762 ms | 1 - 102 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.891 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.891 ms | 1 - 142 MB | NPU
145
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.891 ms | 1 - 142 MB | NPU
146
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.575 ms | 1 - 141 MB | NPU
147
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.889 ms | 0 - 153 MB | NPU
148
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.577 ms | 1 - 139 MB | NPU
149
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.206 ms | 1 - 3 MB | NPU
150
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.932 ms | 1 - 139 MB | NPU
151
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 0 - 144 MB | NPU
152
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.239 ms | 0 - 137 MB | NPU
153
- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.577 ms | 1 - 139 MB | NPU
154
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.73 ms | 1 - 143 MB | NPU
155
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.822 ms | 0 - 139 MB | NPU
156
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.934 ms | 1 - 1 MB | NPU
157
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.977 ms | 1 - 1 MB | NPU
158
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.977 ms | 1 - 1 MB | NPU
159
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.968 ms | 0 - 153 MB | NPU
160
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.764 ms | 1 - 2 MB | NPU
161
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.0 ms | 0 - 142 MB | NPU
162
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.0 ms | 0 - 142 MB | NPU
163
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.0 ms | 0 - 142 MB | NPU
164
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.822 ms | 0 - 139 MB | NPU
165
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 14.254 ms | 1 - 142 MB | NPU
166
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.156 ms | 1 - 139 MB | NPU
167
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.583 ms | 1 - 141 MB | NPU
168
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.278 ms | 1 - 3 MB | NPU
169
- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.583 ms | 1 - 141 MB | NPU
170
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 28 MB | NPU
171
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.225 ms | 0 - 30 MB | NPU
172
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.335 ms | 0 - 0 MB | NPU
173
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.525 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.525 ms | 0 - 0 MB | NPU
175
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.289 ms | 0 - 35 MB | NPU
176
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.349 ms | 0 - 2 MB | NPU
177
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.408 ms | 0 - 2 MB | NPU
178
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.599 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.599 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.599 ms | 0 - 27 MB | NPU
181
- | 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® QCS8450 (Proxy) | 0.499 ms | 0 - 37 MB | NPU
183
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.476 ms | 0 - 138 MB | NPU
184
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.825 ms | 0 - 138 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.225 ms | 0 - 30 MB | NPU
186
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.069 ms | 0 - 26 MB | NPU
187
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.856 ms | 0 - 23 MB | NPU
188
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.476 ms | 0 - 138 MB | NPU
189
- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.075 ms | 0 - 34 MB | NPU
190
- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.238 ms | 0 - 34 MB | NPU
191
- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.63 ms | 0 - 42 MB | NPU
192
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.533 ms | 0 - 76 MB | NPU
193
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
194
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
195
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
196
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.292 ms | 0 - 43 MB | NPU
197
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.601 ms | 0 - 28 MB | NPU
198
- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.238 ms | 0 - 34 MB | NPU
199
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.8 ms | 0 - 27 MB | NPU
200
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.722 ms | 0 - 5 MB | NPU
201
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.193 ms | 0 - 27 MB | NPU
202
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.231 ms | 0 - 24 MB | NPU
203
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.281 ms | 0 - 34 MB | NPU
204
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.217 ms | 0 - 3 MB | NPU
205
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.413 ms | 0 - 1 MB | NPU
206
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.622 ms | 0 - 26 MB | NPU
207
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.622 ms | 0 - 26 MB | NPU
208
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.622 ms | 0 - 26 MB | NPU
209
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.58 ms | 0 - 3 MB | NPU
210
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.508 ms | 0 - 35 MB | NPU
211
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.481 ms | 0 - 137 MB | NPU
212
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.816 ms | 0 - 137 MB | NPU
213
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.231 ms | 0 - 24 MB | NPU
214
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.118 ms | 0 - 24 MB | NPU
215
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.848 ms | 0 - 22 MB | NPU
216
- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.481 ms | 0 - 137 MB | NPU
 
 
 
 
 
 
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218
  ## License
219
  * The license for the original implementation of Lightweight-Face-Detection can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a16.zip)
33
+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
34
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a8.zip)
35
+ | 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/v0.55.0/face_det_lite-qnn_dlc-float.zip)
36
+ | 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/v0.55.0/face_det_lite-qnn_dlc-w8a16.zip)
37
+ | 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/v0.55.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip)
38
+ | 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/v0.55.0/face_det_lite-qnn_dlc-w8a8.zip)
39
+ | 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/v0.55.0/face_det_lite-tflite-float.zip)
40
+ | 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/v0.55.0/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)**.
43
 
 
69
  ## Performance Summary
70
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
71
  |---|---|---|---|---|---|---
72
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.073 ms | 0 - 149 MB | NPU
73
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.055 ms | 148 - 148 MB | NPU
74
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.088 ms | 0 - 160 MB | NPU
75
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.971 ms | 0 - 14 MB | NPU
76
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.897 ms | 0 - 146 MB | NPU
77
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.505 ms | 0 - 46 MB | NPU
78
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8750 | 0.897 ms | 0 - 146 MB | NPU
79
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS7181 | 2.055 ms | 148 - 148 MB | NPU
80
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.832 ms | 0 - 147 MB | NPU
81
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.9 ms | 180 - 180 MB | NPU
82
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.828 ms | 180 - 180 MB | NPU
83
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.99 ms | 0 - 158 MB | NPU
84
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 85.727 ms | 28 - 31 MB | CPU
85
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.756 ms | 0 - 15 MB | NPU
86
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.587 ms | 30 - 37 MB | CPU
87
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.851 ms | 0 - 143 MB | NPU
88
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.884 ms | 25 - 32 MB | CPU
89
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.096 ms | 0 - 46 MB | NPU
90
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 34.587 ms | 30 - 37 MB | CPU
91
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 0.851 ms | 0 - 143 MB | NPU
92
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 1.828 ms | 180 - 180 MB | NPU
93
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.842 ms | 0 - 148 MB | NPU
94
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.908 ms | 212 - 212 MB | NPU
95
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.809 ms | 149 - 149 MB | NPU
96
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.031 ms | 0 - 160 MB | NPU
97
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 87.657 ms | 30 - 33 MB | CPU
98
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.726 ms | 0 - 45 MB | NPU
99
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.291 ms | 28 - 35 MB | CPU
100
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.884 ms | 0 - 148 MB | NPU
101
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 44.718 ms | 28 - 36 MB | CPU
102
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.107 ms | 0 - 46 MB | NPU
103
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7790 | 34.291 ms | 28 - 35 MB | CPU
104
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.884 ms | 0 - 148 MB | NPU
105
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7181 | 1.809 ms | 149 - 149 MB | NPU
106
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.213 ms | 0 - 146 MB | NPU
107
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.218 ms | 212 - 212 MB | NPU
108
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.442 ms | 149 - 149 MB | NPU
109
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.298 ms | 0 - 155 MB | NPU
110
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 16.962 ms | 13 - 17 MB | CPU
111
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.439 ms | 0 - 14 MB | NPU
112
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.63 ms | 0 - 46 MB | NPU
113
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.524 ms | 13 - 22 MB | CPU
114
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.242 ms | 0 - 146 MB | NPU
115
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.749 ms | 13 - 21 MB | CPU
116
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 9.524 ms | 13 - 22 MB | CPU
117
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.242 ms | 0 - 146 MB | NPU
118
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 0.442 ms | 149 - 149 MB | NPU
 
119
  | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.076 ms | 1 - 34 MB | NPU
120
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.362 ms | 1 - 1 MB | NPU
121
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.773 ms | 1 - 1 MB | NPU
122
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.599 ms | 0 - 42 MB | NPU
123
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 6.685 ms | 1 - 28 MB | NPU
124
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.526 ms | 1 - 3 MB | NPU
125
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.229 ms | 0 - 30 MB | NPU
126
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8650P | 3.229 ms | 0 - 30 MB | NPU
127
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8255P | 3.229 ms | 0 - 30 MB | NPU
128
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.217 ms | 1 - 34 MB | NPU
129
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.285 ms | 0 - 43 MB | NPU
130
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.685 ms | 1 - 28 MB | NPU
131
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.688 ms | 1 - 4 MB | NPU
132
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.772 ms | 0 - 26 MB | NPU
133
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 1.217 ms | 1 - 34 MB | NPU
134
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 2.773 ms | 1 - 1 MB | NPU
135
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.711 ms | 1 - 143 MB | NPU
136
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.904 ms | 1 - 1 MB | NPU
137
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.968 ms | 1 - 1 MB | NPU
138
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.96 ms | 0 - 152 MB | NPU
139
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.477 ms | 0 - 2 MB | NPU
140
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 2.955 ms | 1 - 139 MB | NPU
141
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.765 ms | 1 - 3 MB | NPU
142
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.888 ms | 0 - 141 MB | NPU
143
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.888 ms | 0 - 141 MB | NPU
144
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.888 ms | 0 - 141 MB | NPU
145
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.571 ms | 1 - 139 MB | NPU
146
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.772 ms | 1 - 140 MB | NPU
147
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 14.965 ms | 1 - 140 MB | NPU
148
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.955 ms | 1 - 139 MB | NPU
149
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.265 ms | 0 - 137 MB | NPU
150
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.213 ms | 3 - 5 MB | NPU
151
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.895 ms | 0 - 153 MB | NPU
152
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 2.571 ms | 1 - 139 MB | NPU
153
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.772 ms | 1 - 140 MB | NPU
154
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 1.968 ms | 1 - 1 MB | NPU
155
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.726 ms | 1 - 144 MB | NPU
156
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.921 ms | 1 - 1 MB | NPU
157
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 2.072 ms | 1 - 1 MB | NPU
158
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.018 ms | 0 - 157 MB | NPU
159
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 | 3.302 ms | 1 - 141 MB | NPU
160
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.844 ms | 1 - 2 MB | NPU
161
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.046 ms | 0 - 142 MB | NPU
162
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 2.046 ms | 0 - 142 MB | NPU
163
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 2.046 ms | 0 - 142 MB | NPU
164
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.59 ms | 1 - 140 MB | NPU
165
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.805 ms | 0 - 141 MB | NPU
166
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.302 ms | 1 - 141 MB | NPU
167
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.665 ms | 1 - 142 MB | NPU
168
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.262 ms | 2 - 4 MB | NPU
169
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7790 | 2.59 ms | 1 - 140 MB | NPU
170
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.805 ms | 0 - 141 MB | NPU
171
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7181 | 2.072 ms | 1 - 1 MB | NPU
172
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.188 ms | 0 - 27 MB | NPU
173
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.315 ms | 0 - 0 MB | NPU
174
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.526 ms | 0 - 0 MB | NPU
175
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.284 ms | 0 - 35 MB | NPU
176
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.301 ms | 0 - 2 MB | NPU
177
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.091 ms | 0 - 25 MB | NPU
178
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.414 ms | 0 - 7 MB | NPU
179
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.596 ms | 0 - 27 MB | NPU
180
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.596 ms | 0 - 27 MB | NPU
181
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.596 ms | 0 - 27 MB | NPU
182
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.555 ms | 0 - 2 MB | NPU
183
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.5 ms | 0 - 37 MB | NPU
184
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 138 MB | NPU
185
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.225 ms | 0 - 26 MB | NPU
186
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.782 ms | 0 - 138 MB | NPU
187
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.817 ms | 0 - 23 MB | NPU
188
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.091 ms | 0 - 25 MB | NPU
189
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.478 ms | 0 - 138 MB | NPU
190
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.225 ms | 0 - 26 MB | NPU
191
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.526 ms | 0 - 0 MB | NPU
192
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.067 ms | 0 - 34 MB | NPU
193
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.631 ms | 0 - 43 MB | NPU
194
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 | 6.62 ms | 0 - 29 MB | NPU
195
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.53 ms | 0 - 22 MB | NPU
196
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.31 ms | 0 - 31 MB | NPU
197
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8650P | 3.31 ms | 0 - 31 MB | NPU
198
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8255P | 3.31 ms | 0 - 31 MB | NPU
199
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.239 ms | 0 - 29 MB | NPU
200
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.293 ms | 0 - 42 MB | NPU
201
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.62 ms | 0 - 29 MB | NPU
202
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.707 ms | 0 - 5 MB | NPU
203
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.815 ms | 0 - 27 MB | NPU
204
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8750 | 1.239 ms | 0 - 29 MB | NPU
205
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.194 ms | 0 - 27 MB | NPU
206
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.283 ms | 0 - 35 MB | NPU
207
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.464 ms | 0 - 3 MB | NPU
208
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.119 ms | 0 - 24 MB | NPU
209
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.412 ms | 0 - 15 MB | NPU
210
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.621 ms | 0 - 26 MB | NPU
211
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 0.621 ms | 0 - 26 MB | NPU
212
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 0.621 ms | 0 - 26 MB | NPU
213
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.577 ms | 0 - 3 MB | NPU
214
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.506 ms | 0 - 35 MB | NPU
215
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.483 ms | 0 - 136 MB | NPU
216
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.233 ms | 0 - 29 MB | NPU
217
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.82 ms | 0 - 137 MB | NPU
218
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.851 ms | 0 - 22 MB | NPU
219
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.119 ms | 0 - 24 MB | NPU
220
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.483 ms | 0 - 136 MB | NPU
221
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.233 ms | 0 - 29 MB | NPU
222
 
223
  ## License
224
  * The license for the original implementation of Lightweight-Face-Detection can be found
release_assets.json CHANGED
@@ -1,85 +1,85 @@
1
  {
2
- "version": "0.54.0",
3
  "precisions": {
4
- "w8a16_mixed_int16": {
5
  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
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18
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28
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29
  "onnx": {
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31
  "qairt": "2.42.0.251225135753_193295",
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.54.0/face_det_lite-onnx-w8a16.zip"
35
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.54.0/face_det_lite-tflite-w8a8.zip"
46
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.54.0/face_det_lite-qnn_dlc-w8a8.zip"
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59
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63
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.54.0/face_det_lite-tflite-float.zip"
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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/v0.54.0/face_det_lite-qnn_dlc-float.zip"
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83
  }
84
  }
85
  }
 
1
  {
2
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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/face_det_lite/releases/v0.55.0/face_det_lite-qnn_dlc-w8a8.zip"
18
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  "onnx": {
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+ "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a8.zip"
25
  }
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  }
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+ "w8a16_mixed_int16": {
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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/v0.55.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip"
35
  },
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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": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a16_mixed_int16.zip"
42
  }
43
  }
44
  },
45
+ "float": {
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  "litert": "1.4.3"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-tflite-float.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
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  "tool_versions": {
62
  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-float.zip"
66
  }
67
  }
68
  },
69
+ "w8a16": {
70
  "universal_assets": {
 
 
 
 
 
 
 
71
  "qnn_dlc": {
72
  "tool_versions": {
73
  "qairt": "2.45.0.260326154327"
74
  },
75
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-qnn_dlc-w8a16.zip"
76
  },
77
  "onnx": {
78
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
82
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.55.0/face_det_lite-onnx-w8a16.zip"
83
  }
84
  }
85
  }