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Yolo-v5

Object Detection
PyTorch
real_time
bu_auto
android
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v0.45.0

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See https://github.com/quic/ai-hub-models/releases/v0.45.0 for changelog.

Files changed (1) hide show
  1. README.md +7 -8
README.md CHANGED
@@ -53,13 +53,13 @@ More details on model performance across various devices, can be found
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  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.181 ms | 0 - 209 MB | NPU | -- |
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  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.172 ms | 5 - 209 MB | NPU | -- |
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  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.41 ms | 1 - 167 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.473 ms | 0 - 214 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.515 ms | 5 - 224 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 5.915 ms | 5 - 162 MB | NPU | -- |
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  | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.534 ms | 5 - 5 MB | NPU | -- |
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  | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.346 ms | 46 - 46 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 122.314 ms | 2 - 244 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 837.633 ms | 121 - 138 MB | CPU | -- |
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  | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 31.692 ms | 2 - 6 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 1723.454 ms | 91 - 99 MB | CPU | -- |
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  | Yolo-v5 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.943 ms | 2 - 206 MB | NPU | -- |
@@ -67,15 +67,14 @@ More details on model performance across various devices, can be found
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  | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.646 ms | 2 - 5 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 11.495 ms | 0 - 29 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.017 ms | 1 - 205 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 794.943 ms | 163 - 175 MB | CPU | -- |
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  | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.785 ms | 2 - 260 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.703 ms | 3 - 254 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.357 ms | 2 - 209 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.075 ms | 0 - 203 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 12.531 ms | 2 - 225 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 817.677 ms | 161 - 178 MB | CPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.296 ms | 2 - 218 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.356 ms | 3 - 209 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.357 ms | 2 - 2 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.509 ms | 23 - 23 MB | NPU | -- |
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  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.181 ms | 0 - 209 MB | NPU | -- |
54
  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.172 ms | 5 - 209 MB | NPU | -- |
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  | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.41 ms | 1 - 167 MB | NPU | -- |
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+ | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | TFLITE | 4.473 ms | 0 - 214 MB | NPU | -- |
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+ | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 4.515 ms | 5 - 224 MB | NPU | -- |
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+ | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 5.915 ms | 5 - 162 MB | NPU | -- |
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  | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.534 ms | 5 - 5 MB | NPU | -- |
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  | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.346 ms | 46 - 46 MB | NPU | -- |
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+ | Yolo-v5 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | QNN_DLC | 122.314 ms | 2 - 244 MB | NPU | -- |
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+ | Yolo-v5 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | ONNX | 837.633 ms | 121 - 138 MB | CPU | -- |
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  | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 31.692 ms | 2 - 6 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 1723.454 ms | 91 - 99 MB | CPU | -- |
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  | Yolo-v5 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.943 ms | 2 - 206 MB | NPU | -- |
 
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  | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.646 ms | 2 - 5 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 11.495 ms | 0 - 29 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.017 ms | 1 - 205 MB | NPU | -- |
 
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  | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.785 ms | 2 - 260 MB | NPU | -- |
71
  | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.703 ms | 3 - 254 MB | NPU | -- |
72
  | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.357 ms | 2 - 209 MB | NPU | -- |
73
  | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.075 ms | 0 - 203 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 12.531 ms | 2 - 225 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 817.677 ms | 161 - 178 MB | CPU | -- |
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+ | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 3.296 ms | 2 - 218 MB | NPU | -- |
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+ | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 4.356 ms | 3 - 209 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.357 ms | 2 - 2 MB | NPU | -- |
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  | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.509 ms | 23 - 23 MB | NPU | -- |
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