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3D-Deep-BOX

Object Detection
PyTorch
real_time
android
Model card Files
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 Community
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v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +81 -87
  2. release_assets.json +6 -6
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.1/deepbox-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/deepbox/releases/v0.53.1/deepbox-onnx-w8a16.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/deepbox/releases/v0.53.1/deepbox-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/deepbox/releases/v0.53.1/deepbox-qnn_dlc-w8a16.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/deepbox/releases/v0.53.1/deepbox-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
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@@ -71,8 +71,8 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
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  | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 5.0 ms | 88 - 88 MB | NPU
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  | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.753 ms | 0 - 217 MB | NPU
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  | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.876 ms | 0 - 97 MB | NPU
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- | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.881 ms | 0 - 4 MB | NPU
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  | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.034 ms | 0 - 201 MB | NPU
 
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.404 ms | 0 - 30 MB | NPU
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.697 ms | 0 - 29 MB | NPU
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.651 ms | 44 - 44 MB | NPU
@@ -81,60 +81,57 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.085 ms | 0 - 66 MB | NPU
82
  | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.115 ms | 120 - 152 MB | CPU
83
  | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.687 ms | 0 - 50 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.803 ms | 0 - 3 MB | NPU
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- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 403.39 ms | 147 - 154 MB | CPU
86
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.697 ms | 0 - 29 MB | NPU
87
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
 
 
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
89
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.484 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.155 ms | 1 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.8 ms | 1 - 1 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.266 ms | 1 - 1 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.266 ms | 1 - 1 MB | NPU
94
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.901 ms | 0 - 273 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.437 ms | 1 - 198 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.138 ms | 1 - 181 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.111 ms | 1 - 3 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.998 ms | 0 - 207 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.437 ms | 1 - 198 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.575 ms | 1 - 195 MB | NPU
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- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.155 ms | 1 - 199 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.385 ms | 0 - 30 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.684 ms | 0 - 28 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.747 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.883 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.883 ms | 0 - 0 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.099 ms | 0 - 69 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.406 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.515 ms | 0 - 26 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.724 ms | 0 - 126 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.174 ms | 0 - 2 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 53.107 ms | 0 - 165 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.77 ms | 0 - 71 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.515 ms | 0 - 26 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.263 ms | 0 - 23 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.684 ms | 0 - 28 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.152 ms | 0 - 165 MB | NPU
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- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.152 ms | 0 - 165 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.481 ms | 0 - 200 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.111 ms | 0 - 199 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.888 ms | 0 - 321 MB | NPU
128
- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.485 ms | 0 - 198 MB | NPU
129
  | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.136 ms | 0 - 3 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.125 ms | 0 - 91 MB | NPU
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- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.018 ms | 0 - 251 MB | NPU
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  | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.485 ms | 0 - 198 MB | NPU
 
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  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.581 ms | 0 - 194 MB | NPU
137
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.111 ms | 0 - 199 MB | NPU
 
138
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.79 ms | 1 - 28 MB | NPU
139
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.971 ms | 1 - 28 MB | NPU
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  | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.893 ms | 22 - 22 MB | NPU
@@ -142,8 +139,8 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
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  | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.544 ms | 22 - 22 MB | NPU
143
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.135 ms | 0 - 38 MB | NPU
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  | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.423 ms | 0 - 24 MB | NPU
145
- | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.247 ms | 2 - 4 MB | NPU
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  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.971 ms | 1 - 28 MB | NPU
 
147
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.586 ms | 0 - 39 MB | NPU
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.745 ms | 0 - 33 MB | NPU
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.644 ms | 12 - 12 MB | NPU
@@ -152,60 +149,57 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 66 MB | NPU
153
  | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 195.608 ms | 89 - 95 MB | CPU
154
  | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.424 ms | 0 - 128 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.578 ms | 0 - 3 MB | NPU
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- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.943 ms | 87 - 94 MB | CPU
157
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.745 ms | 0 - 33 MB | NPU
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
 
 
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  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.841 ms | 2 - 28 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.288 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.465 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.465 ms | 2 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.059 ms | 0 - 35 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.564 ms | 2 - 24 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.337 ms | 2 - 3 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.197 ms | 2 - 5 MB | NPU
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  | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.858 ms | 0 - 37 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.564 ms | 2 - 24 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.638 ms | 0 - 23 MB | NPU
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- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.841 ms | 2 - 28 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.548 ms | 1 - 34 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.73 ms | 1 - 35 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.747 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.598 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.598 ms | 1 - 1 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.983 ms | 0 - 55 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.59 ms | 2 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.62 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.397 ms | 1 - 2 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
 
 
 
 
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  | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.539 ms | 3 - 5 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.922 ms | 1 - 156 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.724 ms | 0 - 57 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.62 ms | 1 - 31 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.23 ms | 0 - 28 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.73 ms | 1 - 35 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.736 ms | 1 - 41 MB | NPU
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- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.736 ms | 1 - 41 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 0 - 27 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.824 ms | 0 - 23 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 56 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.542 ms | 0 - 23 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.301 ms | 0 - 2 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.13 ms | 0 - 27 MB | NPU
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- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.832 ms | 0 - 61 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.542 ms | 0 - 23 MB | NPU
 
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  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.556 ms | 0 - 25 MB | NPU
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  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.824 ms | 0 - 23 MB | NPU
 
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  ## License
211
  * The license for the original implementation of 3D-Deep-BOX 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/deepbox/releases/v0.54.0/deepbox-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/deepbox/releases/v0.54.0/deepbox-onnx-w8a16.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/deepbox/releases/v0.54.0/deepbox-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/deepbox/releases/v0.54.0/deepbox-qnn_dlc-w8a16.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/deepbox/releases/v0.54.0/deepbox-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
38
 
 
71
  | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 5.0 ms | 88 - 88 MB | NPU
72
  | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.753 ms | 0 - 217 MB | NPU
73
  | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.876 ms | 0 - 97 MB | NPU
 
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  | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.034 ms | 0 - 201 MB | NPU
75
+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.881 ms | 0 - 4 MB | NPU
76
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.404 ms | 0 - 30 MB | NPU
77
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.697 ms | 0 - 29 MB | NPU
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.651 ms | 44 - 44 MB | NPU
 
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  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.085 ms | 0 - 66 MB | NPU
82
  | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.115 ms | 120 - 152 MB | CPU
83
  | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.687 ms | 0 - 50 MB | NPU
 
 
84
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.697 ms | 0 - 29 MB | NPU
85
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
86
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 403.39 ms | 147 - 154 MB | CPU
87
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.803 ms | 0 - 3 MB | NPU
88
  | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
89
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.482 ms | 0 - 197 MB | NPU
90
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.108 ms | 1 - 201 MB | NPU
91
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.82 ms | 1 - 1 MB | NPU
92
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.283 ms | 1 - 1 MB | NPU
93
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.283 ms | 1 - 1 MB | NPU
94
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.897 ms | 1 - 279 MB | NPU
95
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.153 ms | 1 - 169 MB | NPU
96
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.248 ms | 1 - 198 MB | NPU
97
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.248 ms | 1 - 198 MB | NPU
98
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.248 ms | 1 - 198 MB | NPU
99
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.449 ms | 1 - 198 MB | NPU
100
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.002 ms | 0 - 206 MB | NPU
101
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.566 ms | 1 - 193 MB | NPU
102
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.108 ms | 1 - 201 MB | NPU
103
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.112 ms | 1 - 3 MB | NPU
104
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.374 ms | 0 - 30 MB | NPU
105
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.681 ms | 0 - 30 MB | NPU
106
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.771 ms | 0 - 0 MB | NPU
107
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.875 ms | 0 - 0 MB | NPU
108
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.875 ms | 0 - 0 MB | NPU
109
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.095 ms | 0 - 68 MB | NPU
110
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.374 ms | 2 - 4 MB | NPU
111
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.734 ms | 0 - 11 MB | NPU
112
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.947 ms | 0 - 27 MB | NPU
113
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.947 ms | 0 - 27 MB | NPU
114
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.947 ms | 0 - 27 MB | NPU
115
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.493 ms | 0 - 26 MB | NPU
116
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.681 ms | 0 - 30 MB | NPU
117
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.15 ms | 0 - 165 MB | NPU
118
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.382 ms | 0 - 165 MB | NPU
119
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.254 ms | 0 - 23 MB | NPU
120
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.175 ms | 0 - 2 MB | NPU
121
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.769 ms | 0 - 71 MB | NPU
122
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.15 ms | 0 - 165 MB | NPU
 
 
123
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.481 ms | 0 - 200 MB | NPU
124
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.111 ms | 0 - 199 MB | NPU
125
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.888 ms | 0 - 321 MB | NPU
 
126
  | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.136 ms | 0 - 3 MB | NPU
127
  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
128
  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
129
  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
 
 
130
  | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.485 ms | 0 - 198 MB | NPU
131
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.018 ms | 0 - 251 MB | NPU
132
  | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.581 ms | 0 - 194 MB | NPU
133
  | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.111 ms | 0 - 199 MB | NPU
134
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.125 ms | 0 - 91 MB | NPU
135
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.79 ms | 1 - 28 MB | NPU
136
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.971 ms | 1 - 28 MB | NPU
137
  | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.893 ms | 22 - 22 MB | NPU
 
139
  | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.544 ms | 22 - 22 MB | NPU
140
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.135 ms | 0 - 38 MB | NPU
141
  | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.423 ms | 0 - 24 MB | NPU
 
142
  | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.971 ms | 1 - 28 MB | NPU
143
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.247 ms | 2 - 4 MB | NPU
144
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.586 ms | 0 - 39 MB | NPU
145
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.745 ms | 0 - 33 MB | NPU
146
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.644 ms | 12 - 12 MB | NPU
 
149
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 66 MB | NPU
150
  | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 195.608 ms | 89 - 95 MB | CPU
151
  | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.424 ms | 0 - 128 MB | NPU
 
 
152
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.745 ms | 0 - 33 MB | NPU
153
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
154
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.943 ms | 87 - 94 MB | CPU
155
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.578 ms | 0 - 3 MB | NPU
156
  | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
157
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.714 ms | 2 - 26 MB | NPU
158
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.844 ms | 2 - 28 MB | NPU
159
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.901 ms | 2 - 2 MB | NPU
160
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.477 ms | 2 - 2 MB | NPU
161
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.477 ms | 2 - 2 MB | NPU
162
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.063 ms | 0 - 34 MB | NPU
163
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.335 ms | 2 - 3 MB | NPU
164
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.264 ms | 2 - 26 MB | NPU
165
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.264 ms | 2 - 26 MB | NPU
166
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.264 ms | 2 - 26 MB | NPU
167
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.58 ms | 2 - 24 MB | NPU
 
168
  | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.858 ms | 0 - 37 MB | NPU
169
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.62 ms | 0 - 23 MB | NPU
170
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.844 ms | 2 - 28 MB | NPU
171
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.221 ms | 2 - 5 MB | NPU
172
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.548 ms | 1 - 35 MB | NPU
173
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.73 ms | 1 - 30 MB | NPU
174
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.773 ms | 1 - 1 MB | NPU
175
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.602 ms | 1 - 1 MB | NPU
176
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.602 ms | 1 - 1 MB | NPU
177
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.981 ms | 1 - 56 MB | NPU
178
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.598 ms | 1 - 3 MB | NPU
179
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.392 ms | 1 - 2 MB | NPU
180
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.591 ms | 1 - 33 MB | NPU
181
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.591 ms | 1 - 33 MB | NPU
182
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.591 ms | 1 - 33 MB | NPU
183
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.629 ms | 1 - 31 MB | NPU
184
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.73 ms | 1 - 30 MB | NPU
185
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.742 ms | 1 - 41 MB | NPU
186
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 13.021 ms | 1 - 156 MB | NPU
187
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.251 ms | 0 - 28 MB | NPU
188
  | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.539 ms | 3 - 5 MB | NPU
189
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.742 ms | 1 - 57 MB | NPU
190
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.742 ms | 1 - 41 MB | NPU
 
 
 
 
 
191
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 0 - 27 MB | NPU
192
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.824 ms | 0 - 23 MB | NPU
193
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 56 MB | NPU
 
194
  | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.301 ms | 0 - 2 MB | NPU
195
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
196
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
197
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
 
 
198
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.542 ms | 0 - 23 MB | NPU
199
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.832 ms | 0 - 61 MB | NPU
200
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.556 ms | 0 - 25 MB | NPU
201
  | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.824 ms | 0 - 23 MB | NPU
202
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.13 ms | 0 - 27 MB | NPU
203
 
204
  ## License
205
  * The license for the original implementation of 3D-Deep-BOX can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.53.1",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
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/deepbox/releases/v0.53.1/deepbox-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/deepbox/releases/v0.53.1/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
@@ -25,20 +25,20 @@
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/deepbox/releases/v0.53.1/deepbox-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/deepbox/releases/v0.53.1/deepbox-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/deepbox/releases/v0.53.1/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.54.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
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/deepbox/releases/v0.54.0/deepbox-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/deepbox/releases/v0.54.0/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
 
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/deepbox/releases/v0.54.0/deepbox-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/deepbox/releases/v0.54.0/deepbox-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/deepbox/releases/v0.54.0/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }