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Lightweight-Face-Detection

Object Detection
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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +155 -156
  2. release_assets.json +17 -17
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 1.25.0 | [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)
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- | 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)
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- | 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)
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- | 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)
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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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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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@@ -69,156 +69,155 @@ 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
71
  |---|---|---|---|---|---|---
72
- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.073 ms | 0 - 149 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.055 ms | 148 - 148 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.088 ms | 0 - 160 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.971 ms | 0 - 14 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.897 ms | 0 - 146 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.505 ms | 0 - 46 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8750 | 0.897 ms | 0 - 146 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS7181 | 2.055 ms | 148 - 148 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.99 ms | 0 - 158 MB | NPU
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- | 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
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- | 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
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.884 ms | 25 - 32 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.096 ms | 0 - 46 MB | NPU
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- | 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
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- | 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
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.442 ms | 149 - 149 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.298 ms | 0 - 155 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 16.962 ms | 13 - 17 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.439 ms | 0 - 14 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.63 ms | 0 - 46 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 0.442 ms | 149 - 149 MB | NPU
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- | 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® X2 Elite | 1.362 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.773 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.599 ms | 0 - 42 MB | NPU
 
 
 
 
 
 
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  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 6.685 ms | 1 - 28 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.526 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.229 ms | 0 - 30 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8650P | 3.229 ms | 0 - 30 MB | NPU
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- | 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
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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 | 0.904 ms | 1 - 1 MB | NPU
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  | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.888 ms | 0 - 141 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.888 ms | 0 - 141 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.188 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.315 ms | 0 - 0 MB | NPU
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- | 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
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.596 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.555 ms | 0 - 2 MB | NPU
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- | 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
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- | 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
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-w8a16.zip)
33
+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
34
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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® X2 Elite | 1.146 ms | 212 - 212 MB | NPU
73
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.043 ms | 154 - 154 MB | NPU
74
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.08 ms | 1 - 147 MB | NPU
75
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.025 ms | 1 - 152 MB | NPU
76
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.942 ms | 0 - 6 MB | NPU
77
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8450 | 3.025 ms | 1 - 152 MB | NPU
78
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.894 ms | 0 - 141 MB | NPU
79
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.082 ms | 0 - 142 MB | NPU
80
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.54 ms | 0 - 46 MB | NPU
81
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8750 | 0.894 ms | 0 - 141 MB | NPU
82
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS7181 | 2.043 ms | 154 - 154 MB | NPU
83
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.891 ms | 212 - 212 MB | NPU
84
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.867 ms | 149 - 149 MB | NPU
85
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.988 ms | 0 - 146 MB | NPU
86
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.016 ms | 1 - 154 MB | NPU
87
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 3.774 ms | 0 - 46 MB | NPU
88
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.776 ms | 0 - 8 MB | NPU
89
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8450 | 2.016 ms | 1 - 154 MB | NPU
90
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.831 ms | 0 - 142 MB | NPU
91
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.849 ms | 0 - 148 MB | NPU
92
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.11 ms | 0 - 46 MB | NPU
93
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.715 ms | 0 - 139 MB | NPU
94
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 7.503 ms | 0 - 140 MB | NPU
95
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 2.715 ms | 0 - 139 MB | NPU
96
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 0.849 ms | 0 - 148 MB | NPU
97
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 1.867 ms | 149 - 149 MB | NPU
98
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.902 ms | 212 - 212 MB | NPU
99
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.908 ms | 149 - 149 MB | NPU
100
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.032 ms | 0 - 147 MB | NPU
101
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.84 ms | 0 - 24 MB | NPU
102
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 8.109 ms | 1 - 140 MB | NPU
103
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.85 ms | 0 - 144 MB | NPU
104
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.117 ms | 0 - 46 MB | NPU
105
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.846 ms | 0 - 143 MB | NPU
106
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.707 ms | 0 - 140 MB | NPU
107
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7790 | 2.707 ms | 0 - 140 MB | NPU
108
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.846 ms | 0 - 143 MB | NPU
109
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7181 | 1.908 ms | 149 - 149 MB | NPU
110
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.227 ms | 181 - 181 MB | NPU
111
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.426 ms | 180 - 180 MB | NPU
112
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.299 ms | 0 - 144 MB | NPU
113
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.581 ms | 0 - 150 MB | NPU
114
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 1.648 ms | 0 - 46 MB | NPU
115
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.431 ms | 0 - 21 MB | NPU
116
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8450 | 0.581 ms | 0 - 150 MB | NPU
117
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.664 ms | 0 - 46 MB | NPU
118
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 2.897 ms | 0 - 139 MB | NPU
119
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.514 ms | 0 - 138 MB | NPU
120
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.222 ms | 0 - 143 MB | NPU
121
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.239 ms | 0 - 148 MB | NPU
122
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 0.514 ms | 0 - 138 MB | NPU
123
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.239 ms | 0 - 148 MB | NPU
124
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 0.426 ms | 180 - 180 MB | NPU
125
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.363 ms | 1 - 1 MB | NPU
126
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.775 ms | 1 - 1 MB | NPU
127
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.604 ms | 0 - 41 MB | NPU
128
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 4.287 ms | 1 - 48 MB | NPU
129
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 6.685 ms | 1 - 28 MB | NPU
130
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.51 ms | 1 - 3 MB | NPU
131
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 4.287 ms | 1 - 48 MB | NPU
132
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.218 ms | 0 - 29 MB | NPU
 
 
 
133
  | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.685 ms | 1 - 28 MB | NPU
134
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.784 ms | 0 - 26 MB | NPU
135
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.081 ms | 1 - 32 MB | NPU
136
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.693 ms | 1 - 4 MB | NPU
137
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 1.218 ms | 0 - 29 MB | NPU
138
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 2.775 ms | 1 - 1 MB | NPU
139
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.916 ms | 1 - 1 MB | NPU
140
  | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.968 ms | 1 - 1 MB | NPU
141
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.965 ms | 0 - 157 MB | NPU
142
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.881 ms | 1 - 159 MB | NPU
143
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.319 ms | 2 - 4 MB | NPU
144
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 2.956 ms | 0 - 138 MB | NPU
145
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.769 ms | 1 - 2 MB | NPU
146
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 2.881 ms | 1 - 159 MB | NPU
147
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.709 ms | 1 - 141 MB | NPU
148
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.769 ms | 0 - 143 MB | NPU
149
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.209 ms | 0 - 2 MB | NPU
150
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.572 ms | 1 - 139 MB | NPU
151
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 13.038 ms | 1 - 144 MB | NPU
152
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.263 ms | 0 - 137 MB | NPU
153
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.956 ms | 0 - 138 MB | NPU
154
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 2.572 ms | 1 - 139 MB | NPU
155
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.769 ms | 0 - 143 MB | NPU
 
156
  | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 1.968 ms | 1 - 1 MB | NPU
157
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.92 ms | 1 - 1 MB | NPU
158
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 2.008 ms | 1 - 1 MB | NPU
159
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.963 ms | 0 - 158 MB | NPU
160
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 | 3.201 ms | 1 - 139 MB | NPU
161
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.806 ms | 1 - 21 MB | NPU
162
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.372 ms | 1 - 145 MB | NPU
163
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.742 ms | 1 - 141 MB | NPU
164
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.312 ms | 1 - 3 MB | NPU
165
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.791 ms | 0 - 143 MB | NPU
166
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.543 ms | 1 - 140 MB | NPU
167
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.201 ms | 1 - 139 MB | NPU
168
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7790 | 2.543 ms | 1 - 140 MB | NPU
169
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.791 ms | 0 - 143 MB | NPU
170
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7181 | 2.008 ms | 1 - 1 MB | NPU
171
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.296 ms | 0 - 0 MB | NPU
172
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.512 ms | 0 - 0 MB | NPU
173
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.286 ms | 0 - 35 MB | NPU
174
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.495 ms | 0 - 41 MB | NPU
175
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.365 ms | 0 - 2 MB | NPU
176
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.073 ms | 0 - 25 MB | NPU
177
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.408 ms | 0 - 6 MB | NPU
178
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.495 ms | 0 - 41 MB | NPU
179
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.553 ms | 0 - 2 MB | NPU
180
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.073 ms | 0 - 25 MB | NPU
181
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.762 ms | 0 - 138 MB | NPU
182
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.477 ms | 0 - 138 MB | NPU
183
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.849 ms | 0 - 23 MB | NPU
184
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.195 ms | 0 - 25 MB | NPU
185
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.227 ms | 0 - 26 MB | NPU
186
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.477 ms | 0 - 138 MB | NPU
187
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.227 ms | 0 - 26 MB | NPU
188
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.512 ms | 0 - 0 MB | NPU
189
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.635 ms | 0 - 42 MB | NPU
190
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 4.276 ms | 0 - 47 MB | NPU
191
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 | 6.587 ms | 0 - 28 MB | NPU
192
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.532 ms | 0 - 2 MB | NPU
193
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 8.428 ms | 0 - 28 MB | GPU
194
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8650P | 8.428 ms | 0 - 28 MB | GPU
195
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8255P | 8.428 ms | 0 - 28 MB | GPU
196
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 | 4.276 ms | 0 - 47 MB | NPU
197
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.242 ms | 0 - 34 MB | NPU
198
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.587 ms | 0 - 28 MB | NPU
199
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.796 ms | 0 - 26 MB | NPU
200
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.07 ms | 0 - 32 MB | NPU
201
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.704 ms | 0 - 5 MB | NPU
202
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8750 | 1.242 ms | 0 - 34 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 | Snapdragon® 8 Gen 1 Mobile | 0.501 ms | 0 - 39 MB | NPU
205
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.216 ms | 0 - 3 MB | NPU
206
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.131 ms | 0 - 24 MB | NPU
207
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.408 ms | 0 - 65 MB | NPU
208
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 9.027 ms | 1 - 29 MB | GPU
209
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 9.027 ms | 1 - 29 MB | GPU
210
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 9.027 ms | 1 - 29 MB | GPU
211
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.501 ms | 0 - 39 MB | NPU
212
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.574 ms | 0 - 3 MB | NPU
213
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.131 ms | 0 - 24 MB | NPU
214
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.717 ms | 0 - 137 MB | NPU
215
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 136 MB | NPU
216
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.85 ms | 0 - 22 MB | NPU
217
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.199 ms | 0 - 25 MB | NPU
218
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.234 ms | 0 - 24 MB | NPU
219
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.482 ms | 0 - 136 MB | NPU
220
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.234 ms | 0 - 24 MB | NPU
 
 
 
221
 
222
  ## License
223
  * The license for the original implementation of Lightweight-Face-Detection can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.3"
10
  },
11
- "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-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "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
  },
19
  "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.25.0"
23
  },
24
- "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
  }
26
  }
27
  },
@@ -31,14 +31,14 @@
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/v0.55.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "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
  },
@@ -47,22 +47,22 @@
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
- "litert": "1.4.3"
51
  },
52
- "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"
57
  },
58
- "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": {
61
  "tool_versions": {
62
- "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.25.0"
64
  },
65
- "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
  },
@@ -72,14 +72,14 @@
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
  "tool_versions": {
79
- "qairt": "2.42.0.251225135753_193295",
80
  "onnx_runtime": "1.25.0"
81
  },
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
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
+ "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-w8a8.zip"
25
  }
26
  }
27
  },
 
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/v0.56.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-w8a16_mixed_int16.zip"
42
  }
43
  }
44
  },
 
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
+ "litert": "1.4.4"
51
  },
52
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-tflite-float.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
+ "qairt": "2.45.0.260326154327",
63
  "onnx_runtime": "1.25.0"
64
  },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-float.zip"
66
  }
67
  }
68
  },
 
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/v0.56.0/face_det_lite-qnn_dlc-w8a16.zip"
76
  },
77
  "onnx": {
78
  "tool_versions": {
79
+ "qairt": "2.45.0.260326154327",
80
  "onnx_runtime": "1.25.0"
81
  },
82
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.56.0/face_det_lite-onnx-w8a16.zip"
83
  }
84
  }
85
  }