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Person-Foot-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
xet
 Community
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v0.56.0

Browse files

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

Files changed (2) hide show
  1. README.md +129 -125
  2. release_assets.json +22 -22
README.md CHANGED
@@ -29,14 +29,14 @@ 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/foot_track_net/releases/v0.55.0/foot_track_net-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/foot_track_net/releases/v0.55.0/foot_track_net-onnx-w8a16.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/foot_track_net/releases/v0.55.0/foot_track_net-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/foot_track_net/releases/v0.55.0/foot_track_net-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/foot_track_net/releases/v0.55.0/foot_track_net-qnn_dlc-w8a16.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/foot_track_net/releases/v0.55.0/foot_track_net-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/foot_track_net/releases/v0.55.0/foot_track_net-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/foot_track_net/releases/v0.55.0/foot_track_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Person-Foot-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/foot_track_net)**.
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@@ -68,123 +68,127 @@ See our repository for [Person-Foot-Detection on GitHub](https://github.com/qual
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
70
  |---|---|---|---|---|---|---
71
- | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.34 ms | 0 - 160 MB | NPU
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- | Person-Foot-Detection | ONNX | float | Snapdragon® X2 Elite | 2.583 ms | 209 - 209 MB | NPU
73
- | Person-Foot-Detection | ONNX | float | Snapdragon® X Elite | 4.587 ms | 177 - 177 MB | NPU
74
- | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.277 ms | 3 - 189 MB | NPU
75
- | Person-Foot-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.591 ms | 15 - 28 MB | NPU
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- | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.822 ms | 0 - 156 MB | NPU
77
- | Person-Foot-Detection | ONNX | float | Qualcomm® QCS9075 | 7.522 ms | 14 - 61 MB | NPU
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- | Person-Foot-Detection | ONNX | float | Qualcomm® QCS8750 | 2.822 ms | 0 - 156 MB | NPU
79
- | Person-Foot-Detection | ONNX | float | Qualcomm® QCS7181 | 4.587 ms | 177 - 177 MB | NPU
80
- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.448 ms | 0 - 174 MB | NPU
81
- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.635 ms | 211 - 211 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® X Elite | 4.014 ms | 178 - 178 MB | NPU
83
- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.745 ms | 0 - 199 MB | NPU
84
- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 526.924 ms | 93 - 97 MB | CPU
85
- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.93 ms | 0 - 46 MB | NPU
86
- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 272.017 ms | 95 - 103 MB | CPU
87
- | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.348 ms | 0 - 172 MB | NPU
88
- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 286.449 ms | 95 - 103 MB | CPU
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- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 4.986 ms | 4 - 51 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 272.017 ms | 95 - 103 MB | CPU
91
- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 2.348 ms | 0 - 172 MB | NPU
92
- | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 4.014 ms | 178 - 178 MB | NPU
93
- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.673 ms | 0 - 162 MB | NPU
94
- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.766 ms | 211 - 211 MB | NPU
95
- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.42 ms | 148 - 148 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.944 ms | 0 - 68 MB | NPU
97
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 76.322 ms | 50 - 58 MB | CPU
98
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.405 ms | 0 - 12 MB | NPU
99
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.79 ms | 0 - 47 MB | NPU
100
- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.984 ms | 51 - 61 MB | CPU
101
- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.79 ms | 0 - 51 MB | NPU
102
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 75.488 ms | 51 - 61 MB | CPU
103
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 58.984 ms | 51 - 61 MB | CPU
104
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.79 ms | 0 - 51 MB | NPU
105
- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 1.42 ms | 148 - 148 MB | NPU
106
- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.376 ms | 3 - 166 MB | NPU
107
- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.003 ms | 4 - 4 MB | NPU
108
- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.977 ms | 4 - 4 MB | NPU
109
- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.208 ms | 4 - 185 MB | NPU
110
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.458 ms | 4 - 5 MB | NPU
111
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8775P | 7.206 ms | 0 - 156 MB | NPU
112
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8650P | 7.206 ms | 0 - 156 MB | NPU
113
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8255P | 7.206 ms | 0 - 156 MB | NPU
114
- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.507 ms | 0 - 158 MB | NPU
115
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.878 ms | 4 - 189 MB | NPU
116
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.324 ms | 4 - 14 MB | NPU
117
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.984 ms | 0 - 156 MB | NPU
118
- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 2.507 ms | 0 - 158 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 4.977 ms | 4 - 4 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.912 ms | 2 - 167 MB | NPU
121
- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.613 ms | 2 - 2 MB | NPU
122
- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.176 ms | 2 - 184 MB | NPU
123
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.147 ms | 1 - 6 MB | NPU
124
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 8.139 ms | 2 - 158 MB | NPU
125
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.255 ms | 2 - 4 MB | NPU
126
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.833 ms | 2 - 162 MB | NPU
127
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 3.833 ms | 2 - 162 MB | NPU
128
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 3.833 ms | 2 - 162 MB | NPU
129
- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.793 ms | 2 - 159 MB | NPU
130
- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.007 ms | 0 - 159 MB | NPU
131
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 38.523 ms | 2 - 160 MB | NPU
132
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.139 ms | 2 - 158 MB | NPU
133
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.203 ms | 2 - 157 MB | NPU
134
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.121 ms | 0 - 6 MB | NPU
135
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.582 ms | 2 - 180 MB | NPU
136
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 5.793 ms | 2 - 159 MB | NPU
137
- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.007 ms | 0 - 159 MB | NPU
138
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.508 ms | 0 - 156 MB | NPU
139
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.762 ms | 1 - 1 MB | NPU
140
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.343 ms | 1 - 1 MB | NPU
141
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.769 ms | 1 - 53 MB | NPU
142
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 5.348 ms | 0 - 4 MB | NPU
143
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 3.55 ms | 1 - 39 MB | NPU
144
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.153 ms | 1 - 2 MB | NPU
145
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.534 ms | 1 - 42 MB | NPU
146
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.534 ms | 1 - 42 MB | NPU
147
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.534 ms | 1 - 42 MB | NPU
148
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.331 ms | 0 - 4 MB | NPU
149
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.455 ms | 1 - 54 MB | NPU
150
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.781 ms | 1 - 152 MB | NPU
151
- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 155 MB | NPU
152
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 14.653 ms | 1 - 151 MB | NPU
153
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.229 ms | 0 - 36 MB | NPU
154
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.55 ms | 1 - 39 MB | NPU
155
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.781 ms | 1 - 152 MB | NPU
156
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.642 ms | 0 - 155 MB | NPU
157
- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.343 ms | 1 - 1 MB | NPU
158
- | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.249 ms | 0 - 159 MB | NPU
159
- | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.024 ms | 0 - 180 MB | NPU
160
- | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8275 | 22.21 ms | 5 - 156 MB | NPU
161
- | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.368 ms | 5 - 12 MB | NPU
162
- | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8775P | 6.993 ms | 5 - 161 MB | NPU
163
- | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8650P | 6.993 ms | 5 - 161 MB | NPU
164
- | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8255P | 6.993 ms | 5 - 161 MB | NPU
165
- | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.682 ms | 0 - 152 MB | NPU
166
- | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.689 ms | 5 - 188 MB | NPU
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- | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS9075 | 7.537 ms | 4 - 19 MB | NPU
168
- | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8295P | 8.803 ms | 5 - 159 MB | NPU
169
- | Person-Foot-Detection | TFLITE | float | Qualcomm® SA7255P | 22.21 ms | 5 - 156 MB | NPU
170
- | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8750 | 2.682 ms | 0 - 152 MB | NPU
171
- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.512 ms | 0 - 154 MB | NPU
172
- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.783 ms | 0 - 52 MB | NPU
173
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 4.685 ms | 1 - 8 MB | NPU
174
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 3.522 ms | 1 - 38 MB | NPU
175
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.128 ms | 0 - 1 MB | NPU
176
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.561 ms | 0 - 40 MB | NPU
177
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 1.561 ms | 0 - 40 MB | NPU
178
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 1.561 ms | 0 - 40 MB | NPU
179
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.366 ms | 0 - 7 MB | NPU
180
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.471 ms | 0 - 52 MB | NPU
181
- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.819 ms | 0 - 150 MB | NPU
182
- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.656 ms | 0 - 154 MB | NPU
183
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 14.686 ms | 1 - 150 MB | NPU
184
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.237 ms | 0 - 35 MB | NPU
185
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.522 ms | 1 - 38 MB | NPU
186
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.819 ms | 0 - 150 MB | NPU
187
- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.656 ms | 0 - 154 MB | NPU
 
 
 
 
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189
  ## License
190
  * The license for the original implementation of Person-Foot-Detection can be found
 
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30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | 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/foot_track_net/releases/v0.56.0/foot_track_net-onnx-float.zip)
33
+ | 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/foot_track_net/releases/v0.56.0/foot_track_net-onnx-w8a16.zip)
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+ | 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/foot_track_net/releases/v0.56.0/foot_track_net-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/foot_track_net/releases/v0.56.0/foot_track_net-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/foot_track_net/releases/v0.56.0/foot_track_net-qnn_dlc-w8a16.zip)
37
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.56.0/foot_track_net-qnn_dlc-w8a8.zip)
38
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.56.0/foot_track_net-tflite-float.zip)
39
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.56.0/foot_track_net-tflite-w8a8.zip)
40
 
41
  For more device-specific assets and performance metrics, visit **[Person-Foot-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/foot_track_net)**.
42
 
 
68
  ## Performance Summary
69
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
70
  |---|---|---|---|---|---|---
71
+ | Person-Foot-Detection | ONNX | float | Snapdragon® X2 Elite | 2.623 ms | 209 - 209 MB | NPU
72
+ | Person-Foot-Detection | ONNX | float | Snapdragon® X Elite | 4.543 ms | 178 - 178 MB | NPU
73
+ | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.308 ms | 0 - 178 MB | NPU
74
+ | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 8.799 ms | 17 - 194 MB | NPU
75
+ | Person-Foot-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.594 ms | 15 - 26 MB | NPU
76
+ | Person-Foot-Detection | ONNX | float | Qualcomm® QCS8450 | 8.799 ms | 17 - 194 MB | NPU
77
+ | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 2.856 ms | 3 - 160 MB | NPU
78
+ | Person-Foot-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.384 ms | 1 - 157 MB | NPU
79
+ | Person-Foot-Detection | ONNX | float | Qualcomm® QCS9075 | 7.657 ms | 13 - 60 MB | NPU
80
+ | Person-Foot-Detection | ONNX | float | Qualcomm® QCS8750 | 2.856 ms | 3 - 160 MB | NPU
81
+ | Person-Foot-Detection | ONNX | float | Qualcomm® QCS7181 | 4.543 ms | 178 - 178 MB | NPU
82
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.477 ms | 211 - 211 MB | NPU
83
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® X Elite | 3.883 ms | 179 - 179 MB | NPU
84
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.678 ms | 0 - 185 MB | NPU
85
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 6.179 ms | 7 - 192 MB | NPU
86
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.894 ms | 0 - 13 MB | NPU
87
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS8450 | 6.179 ms | 7 - 192 MB | NPU
88
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.36 ms | 0 - 170 MB | NPU
89
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.27 ms | 0 - 172 MB | NPU
90
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 4.55 ms | 4 - 51 MB | NPU
91
+ | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.75 ms | 7 - 169 MB | NPU
92
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 5.75 ms | 7 - 169 MB | NPU
93
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 2.27 ms | 0 - 172 MB | NPU
94
+ | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 3.883 ms | 179 - 179 MB | NPU
95
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.712 ms | 212 - 212 MB | NPU
96
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.406 ms | 179 - 179 MB | NPU
97
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.933 ms | 0 - 59 MB | NPU
98
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.737 ms | 0 - 59 MB | NPU
99
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 5.488 ms | 4 - 51 MB | NPU
100
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.386 ms | 0 - 21 MB | NPU
101
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8450 | 1.737 ms | 0 - 59 MB | NPU
102
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.642 ms | 0 - 47 MB | NPU
103
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 15.094 ms | 3 - 158 MB | NPU
104
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.134 ms | 0 - 158 MB | NPU
105
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.652 ms | 0 - 162 MB | NPU
106
+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.776 ms | 0 - 47 MB | NPU
107
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 2.134 ms | 0 - 158 MB | NPU
108
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.776 ms | 0 - 47 MB | NPU
109
+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 1.406 ms | 179 - 179 MB | NPU
110
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.085 ms | 4 - 4 MB | NPU
111
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.956 ms | 4 - 4 MB | NPU
112
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.2 ms | 0 - 182 MB | NPU
113
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 10.828 ms | 4 - 189 MB | NPU
114
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 22.49 ms | 1 - 153 MB | NPU
115
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.468 ms | 4 - 88 MB | NPU
116
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 10.828 ms | 4 - 189 MB | NPU
117
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.511 ms | 4 - 165 MB | NPU
118
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA7255P | 22.49 ms | 1 - 153 MB | NPU
119
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.97 ms | 0 - 156 MB | NPU
120
+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.395 ms | 4 - 167 MB | NPU
121
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.316 ms | 4 - 14 MB | NPU
122
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 2.511 ms | 4 - 165 MB | NPU
123
+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 4.956 ms | 4 - 4 MB | NPU
124
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.626 ms | 2 - 2 MB | NPU
125
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.736 ms | 2 - 2 MB | NPU
126
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.182 ms | 2 - 179 MB | NPU
127
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 5.647 ms | 2 - 182 MB | NPU
128
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 12.942 ms | 1 - 7 MB | NPU
129
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 8.112 ms | 2 - 158 MB | NPU
130
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.274 ms | 2 - 12 MB | NPU
131
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 5.647 ms | 2 - 182 MB | NPU
132
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.94 ms | 2 - 170 MB | NPU
133
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.004 ms | 2 - 161 MB | NPU
134
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.134 ms | 0 - 6 MB | NPU
135
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.806 ms | 2 - 159 MB | NPU
136
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 36.94 ms | 2 - 157 MB | NPU
137
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.185 ms | 2 - 157 MB | NPU
138
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.112 ms | 2 - 158 MB | NPU
139
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 5.806 ms | 2 - 159 MB | NPU
140
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.004 ms | 2 - 161 MB | NPU
141
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 3.736 ms | 2 - 2 MB | NPU
142
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.768 ms | 1 - 1 MB | NPU
143
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.322 ms | 1 - 1 MB | NPU
144
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.778 ms | 1 - 55 MB | NPU
145
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.483 ms | 1 - 59 MB | NPU
146
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 5.115 ms | 3 - 7 MB | NPU
147
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 3.517 ms | 1 - 39 MB | NPU
148
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.171 ms | 1 - 8 MB | NPU
149
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.483 ms | 1 - 59 MB | NPU
150
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.342 ms | 1 - 5 MB | NPU
151
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.517 ms | 1 - 39 MB | NPU
152
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 14.685 ms | 3 - 153 MB | NPU
153
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.785 ms | 1 - 153 MB | NPU
154
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.221 ms | 1 - 37 MB | NPU
155
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.515 ms | 1 - 158 MB | NPU
156
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.646 ms | 0 - 156 MB | NPU
157
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.785 ms | 1 - 153 MB | NPU
158
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.646 ms | 0 - 156 MB | NPU
159
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.322 ms | 1 - 1 MB | NPU
160
+ | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.035 ms | 0 - 180 MB | NPU
161
+ | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 8.674 ms | 0 - 181 MB | NPU
162
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8275 | 22.121 ms | 5 - 157 MB | NPU
163
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.363 ms | 5 - 7 MB | NPU
164
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8775P | 49.065 ms | 5 - 36 MB | GPU
165
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8650P | 49.065 ms | 5 - 36 MB | GPU
166
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8255P | 49.065 ms | 5 - 36 MB | GPU
167
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8450 | 8.674 ms | 0 - 181 MB | NPU
168
+ | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.71 ms | 0 - 152 MB | NPU
169
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® SA7255P | 22.121 ms | 5 - 157 MB | NPU
170
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8295P | 8.78 ms | 5 - 159 MB | NPU
171
+ | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.273 ms | 0 - 159 MB | NPU
172
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS9075 | 7.515 ms | 3 - 19 MB | NPU
173
+ | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8750 | 2.71 ms | 0 - 152 MB | NPU
174
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.787 ms | 0 - 51 MB | NPU
175
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.477 ms | 0 - 55 MB | NPU
176
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 5.08 ms | 1 - 8 MB | NPU
177
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 3.59 ms | 1 - 38 MB | NPU
178
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.151 ms | 0 - 31 MB | NPU
179
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 50.952 ms | 10 - 41 MB | GPU
180
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 50.952 ms | 10 - 41 MB | GPU
181
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 50.952 ms | 10 - 41 MB | GPU
182
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.477 ms | 0 - 55 MB | NPU
183
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.36 ms | 0 - 7 MB | NPU
184
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.59 ms | 1 - 38 MB | NPU
185
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 14.622 ms | 1 - 150 MB | NPU
186
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.807 ms | 0 - 150 MB | NPU
187
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.238 ms | 0 - 35 MB | NPU
188
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.512 ms | 0 - 153 MB | NPU
189
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.648 ms | 0 - 156 MB | NPU
190
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.807 ms | 0 - 150 MB | NPU
191
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.648 ms | 0 - 156 MB | NPU
192
 
193
  ## License
194
  * The license for the original implementation of Person-Foot-Detection can be found
release_assets.json CHANGED
@@ -1,68 +1,68 @@
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  }
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  }
 
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  }
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+ "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.56.0/foot_track_net-qnn_dlc-w8a16.zip"
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  "onnx": {
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  "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.56.0/foot_track_net-onnx-w8a16.zip"
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