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Lightweight-Face-Detection

Object Detection
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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +157 -120
  2. release_assets.json +15 -15
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/v0.52.0/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)
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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
 
@@ -69,120 +69,157 @@ See our repository for [Lightweight-Face-Detection on GitHub](https://github.com
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  ## 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 | 1.088 ms | 0 - 148 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.157 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.203 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.087 ms | 0 - 159 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.959 ms | 1 - 81 MB | NPU
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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
82
- | 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
87
- | 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
91
- | 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
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.169 ms | 0 - 3 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.002 ms | 28 - 35 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 | 0.221 ms | 0 - 0 MB | NPU
101
- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.573 ms | 0 - 0 MB | NPU
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- | 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
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- | 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
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- | 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
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.973 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.956 ms | 0 - 152 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.898 ms | 1 - 142 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.88 ms | 0 - 153 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.949 ms | 0 - 139 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.749 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.952 ms | 1 - 1 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.76 ms | 1 - 96 MB | NPU
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- | 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
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- | 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
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- | 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
166
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.551 ms | 0 - 2 MB | NPU
167
- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.336 ms | 0 - 31 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.705 ms | 0 - 5 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.292 ms | 0 - 43 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
 
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29
  | 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/v0.53.0/face_det_lite-onnx-float.zip)
32
+ | 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/v0.53.0/face_det_lite-onnx-w8a16.zip)
33
+ | 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/v0.53.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
34
+ | 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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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 | 1.077 ms | 0 - 148 MB | NPU
73
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.892 ms | 1 - 147 MB | NPU
74
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.16 ms | 0 - 0 MB | NPU
75
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.209 ms | 1 - 1 MB | NPU
76
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.209 ms | 1 - 1 MB | NPU
77
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.085 ms | 0 - 159 MB | NPU
78
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.96 ms | 1 - 22 MB | NPU
79
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.493 ms | 1 - 4 MB | NPU
80
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.892 ms | 1 - 147 MB | NPU
81
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.83 ms | 0 - 147 MB | NPU
82
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.851 ms | 0 - 142 MB | NPU
83
  | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.907 ms | 0 - 0 MB | NPU
84
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.991 ms | 1 - 1 MB | NPU
85
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.991 ms | 1 - 1 MB | NPU
86
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 0 - 157 MB | NPU
87
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 86.328 ms | 28 - 31 MB | CPU
88
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.742 ms | 0 - 3 MB | NPU
89
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.105 ms | 0 - 3 MB | NPU
90
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.286 ms | 28 - 35 MB | CPU
91
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.851 ms | 0 - 142 MB | NPU
92
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.107 ms | 28 - 36 MB | CPU
93
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.107 ms | 28 - 36 MB | CPU
94
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.854 ms | 0 - 147 MB | NPU
95
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.867 ms | 0 - 147 MB | NPU
96
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.922 ms | 0 - 0 MB | NPU
97
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.937 ms | 1 - 1 MB | NPU
98
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.937 ms | 1 - 1 MB | NPU
99
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.021 ms | 0 - 159 MB | NPU
100
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 87.09 ms | 32 - 35 MB | CPU
101
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.712 ms | 0 - 28 MB | NPU
102
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.129 ms | 0 - 3 MB | NPU
103
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 44.604 ms | 27 - 34 MB | CPU
104
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.867 ms | 0 - 147 MB | NPU
105
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.243 ms | 28 - 35 MB | CPU
106
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.243 ms | 28 - 35 MB | CPU
107
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.221 ms | 0 - 145 MB | NPU
108
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.241 ms | 0 - 139 MB | NPU
109
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.222 ms | 0 - 0 MB | NPU
110
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.572 ms | 0 - 0 MB | NPU
111
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.572 ms | 0 - 0 MB | NPU
112
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.297 ms | 0 - 154 MB | NPU
113
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 17.104 ms | 13 - 17 MB | CPU
114
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.439 ms | 0 - 3 MB | NPU
115
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.632 ms | 0 - 3 MB | NPU
116
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.812 ms | 13 - 21 MB | CPU
117
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.241 ms | 0 - 139 MB | NPU
118
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.562 ms | 13 - 22 MB | CPU
119
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.562 ms | 13 - 22 MB | CPU
120
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.082 ms | 1 - 35 MB | NPU
121
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.216 ms | 0 - 28 MB | NPU
122
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.376 ms | 1 - 1 MB | NPU
123
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.803 ms | 1 - 1 MB | NPU
124
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.803 ms | 1 - 1 MB | NPU
125
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.6 ms | 0 - 41 MB | NPU
126
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 6.73 ms | 1 - 27 MB | NPU
127
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.525 ms | 1 - 3 MB | NPU
128
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.233 ms | 1 - 30 MB | NPU
129
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.233 ms | 1 - 30 MB | NPU
130
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.233 ms | 1 - 30 MB | NPU
131
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.697 ms | 1 - 4 MB | NPU
132
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.294 ms | 0 - 43 MB | NPU
133
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.73 ms | 1 - 27 MB | NPU
134
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.787 ms | 1 - 27 MB | NPU
135
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.216 ms | 0 - 28 MB | NPU
136
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.709 ms | 1 - 143 MB | NPU
137
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.771 ms | 0 - 139 MB | NPU
138
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.937 ms | 1 - 1 MB | NPU
139
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.005 ms | 1 - 1 MB | NPU
140
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.005 ms | 1 - 1 MB | NPU
141
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.959 ms | 0 - 156 MB | NPU
142
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.41 ms | 0 - 3 MB | NPU
143
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.951 ms | 1 - 138 MB | NPU
144
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.767 ms | 1 - 71 MB | NPU
145
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.871 ms | 1 - 143 MB | NPU
146
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.871 ms | 1 - 143 MB | NPU
147
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.871 ms | 1 - 143 MB | NPU
148
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.206 ms | 0 - 2 MB | NPU
149
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.74 ms | 1 - 144 MB | NPU
150
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.876 ms | 0 - 154 MB | NPU
151
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.951 ms | 1 - 138 MB | NPU
152
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.264 ms | 0 - 138 MB | NPU
153
  | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 0 - 139 MB | NPU
154
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.577 ms | 1 - 139 MB | NPU
155
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.577 ms | 1 - 139 MB | NPU
156
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.756 ms | 1 - 143 MB | NPU
157
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.813 ms | 0 - 140 MB | NPU
158
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.949 ms | 1 - 1 MB | NPU
159
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.921 ms | 1 - 1 MB | NPU
160
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.921 ms | 1 - 1 MB | NPU
161
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.996 ms | 0 - 153 MB | NPU
162
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 3.306 ms | 0 - 138 MB | NPU
163
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.704 ms | 1 - 2 MB | NPU
164
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.909 ms | 1 - 143 MB | NPU
165
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.909 ms | 1 - 143 MB | NPU
166
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.909 ms | 1 - 143 MB | NPU
167
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.337 ms | 1 - 3 MB | NPU
168
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 14.192 ms | 1 - 142 MB | NPU
169
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.306 ms | 0 - 138 MB | NPU
170
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.813 ms | 0 - 140 MB | NPU
171
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.597 ms | 1 - 140 MB | NPU
172
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.597 ms | 1 - 140 MB | NPU
173
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.189 ms | 0 - 28 MB | NPU
174
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.227 ms | 0 - 26 MB | NPU
175
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.302 ms | 0 - 0 MB | NPU
176
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.55 ms | 0 - 0 MB | NPU
177
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.55 ms | 0 - 0 MB | NPU
178
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.289 ms | 0 - 35 MB | NPU
179
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.249 ms | 0 - 2 MB | NPU
180
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.077 ms | 0 - 25 MB | NPU
181
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.41 ms | 0 - 21 MB | NPU
182
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.6 ms | 0 - 27 MB | NPU
183
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.6 ms | 0 - 27 MB | NPU
184
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.6 ms | 0 - 27 MB | NPU
185
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.553 ms | 2 - 4 MB | NPU
186
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.825 ms | 0 - 138 MB | NPU
187
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.499 ms | 0 - 37 MB | NPU
188
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.077 ms | 0 - 25 MB | NPU
189
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.821 ms | 0 - 23 MB | NPU
190
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.227 ms | 0 - 26 MB | NPU
191
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.477 ms | 0 - 137 MB | NPU
192
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.477 ms | 0 - 137 MB | NPU
193
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.075 ms | 0 - 34 MB | NPU
194
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.238 ms | 0 - 34 MB | NPU
195
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.63 ms | 0 - 42 MB | NPU
196
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6.601 ms | 0 - 28 MB | NPU
197
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.533 ms | 0 - 76 MB | NPU
198
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
199
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
200
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.325 ms | 0 - 31 MB | NPU
201
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.722 ms | 0 - 5 MB | NPU
202
  | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.292 ms | 0 - 43 MB | NPU
203
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.601 ms | 0 - 28 MB | NPU
204
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.8 ms | 0 - 27 MB | NPU
205
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.238 ms | 0 - 34 MB | NPU
206
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.194 ms | 0 - 27 MB | NPU
207
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.229 ms | 0 - 29 MB | NPU
208
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.288 ms | 0 - 35 MB | NPU
209
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.382 ms | 0 - 3 MB | NPU
210
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.102 ms | 0 - 24 MB | NPU
211
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.411 ms | 0 - 2 MB | NPU
212
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.621 ms | 0 - 26 MB | NPU
213
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.621 ms | 0 - 26 MB | NPU
214
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.621 ms | 0 - 26 MB | NPU
215
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.576 ms | 0 - 3 MB | NPU
216
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.825 ms | 0 - 137 MB | NPU
217
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.507 ms | 0 - 36 MB | NPU
218
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.102 ms | 0 - 24 MB | NPU
219
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.83 ms | 0 - 21 MB | NPU
220
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.229 ms | 0 - 29 MB | NPU
221
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.483 ms | 0 - 137 MB | NPU
222
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.483 ms | 0 - 137 MB | NPU
223
 
224
  ## License
225
  * The license for the original implementation of Lightweight-Face-Detection can be found
release_assets.json CHANGED
@@ -1,20 +1,20 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
- "w8a16": {
5
  "universal_assets": {
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "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"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "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"
18
  }
19
  }
20
  },
@@ -23,39 +23,39 @@
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.2"
27
  },
28
- "download_url": "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"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "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"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "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"
42
  }
43
  }
44
  },
45
- "w8a16_mixed_int16": {
46
  "universal_assets": {
47
  "qnn_dlc": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
- "download_url": "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"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
- "download_url": "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"
59
  }
60
  }
61
  },
@@ -64,22 +64,22 @@
64
  "tflite": {
65
  "tool_versions": {
66
  "qairt": "2.45.0.260326154327",
67
- "litert": "1.4.2"
68
  },
69
- "download_url": "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"
70
  },
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/v0.52.0/face_det_lite-qnn_dlc-w8a8.zip"
76
  },
77
  "onnx": {
78
  "tool_versions": {
79
  "qairt": "2.42.0.251225135753_193295",
80
  "onnx_runtime": "1.24.3"
81
  },
82
- "download_url": "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"
83
  }
84
  }
85
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
+ "w8a16_mixed_int16": {
5
  "universal_assets": {
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-onnx-w8a16_mixed_int16.zip"
18
  }
19
  }
20
  },
 
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.3"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-onnx-float.zip"
42
  }
43
  }
44
  },
45
+ "w8a16": {
46
  "universal_assets": {
47
  "qnn_dlc": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-qnn_dlc-w8a16.zip"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-onnx-w8a16.zip"
59
  }
60
  }
61
  },
 
64
  "tflite": {
65
  "tool_versions": {
66
  "qairt": "2.45.0.260326154327",
67
+ "litert": "1.4.3"
68
  },
69
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-tflite-w8a8.zip"
70
  },
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/v0.53.0/face_det_lite-qnn_dlc-w8a8.zip"
76
  },
77
  "onnx": {
78
  "tool_versions": {
79
  "qairt": "2.42.0.251225135753_193295",
80
  "onnx_runtime": "1.24.3"
81
  },
82
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.53.0/face_det_lite-onnx-w8a8.zip"
83
  }
84
  }
85
  }