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Yolo-v3

Object Detection
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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-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.121 ms | 0 - 132 MB | NPU | -- |
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  | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.139 ms | 5 - 138 MB | NPU | -- |
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  | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.705 ms | 1 - 104 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.526 ms | 0 - 142 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.591 ms | 5 - 141 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.096 ms | 0 - 107 MB | NPU | -- |
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  | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.676 ms | 5 - 5 MB | NPU | -- |
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  | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.318 ms | 20 - 20 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 39.913 ms | 2 - 158 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 246.599 ms | 165 - 178 MB | CPU | -- |
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  | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 11.665 ms | 1 - 5 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 527.33 ms | 210 - 216 MB | CPU | -- |
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  | Yolo-v3 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.096 ms | 2 - 140 MB | NPU | -- |
@@ -67,15 +67,14 @@ More details on model performance across various devices, can be found
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  | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.664 ms | 2 - 4 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.977 ms | 0 - 13 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.282 ms | 1 - 138 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 217.867 ms | 195 - 219 MB | CPU | -- |
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  | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.537 ms | 2 - 177 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.674 ms | 0 - 153 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.875 ms | 2 - 144 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.053 ms | 0 - 119 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.799 ms | 2 - 155 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 240.418 ms | 214 - 229 MB | CPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.364 ms | 2 - 148 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.59 ms | 0 - 120 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.078 ms | 2 - 2 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.995 ms | 10 - 10 MB | NPU | -- |
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  | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.121 ms | 0 - 132 MB | NPU | -- |
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  | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.139 ms | 5 - 138 MB | NPU | -- |
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  | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.705 ms | 1 - 104 MB | NPU | -- |
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+ | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | TFLITE | 1.526 ms | 0 - 142 MB | NPU | -- |
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+ | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 1.591 ms | 5 - 141 MB | NPU | -- |
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+ | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 2.096 ms | 0 - 107 MB | NPU | -- |
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  | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.676 ms | 5 - 5 MB | NPU | -- |
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  | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.318 ms | 20 - 20 MB | NPU | -- |
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+ | Yolo-v3 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | QNN_DLC | 39.913 ms | 2 - 158 MB | NPU | -- |
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+ | Yolo-v3 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® QCM6690 | ONNX | 246.599 ms | 165 - 178 MB | CPU | -- |
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  | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 11.665 ms | 1 - 5 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 527.33 ms | 210 - 216 MB | CPU | -- |
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  | Yolo-v3 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.096 ms | 2 - 140 MB | NPU | -- |
 
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  | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.664 ms | 2 - 4 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.977 ms | 0 - 13 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.282 ms | 1 - 138 MB | NPU | -- |
 
70
  | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.537 ms | 2 - 177 MB | NPU | -- |
71
  | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.674 ms | 0 - 153 MB | NPU | -- |
72
  | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.875 ms | 2 - 144 MB | NPU | -- |
73
  | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.053 ms | 0 - 119 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.799 ms | 2 - 155 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 240.418 ms | 214 - 229 MB | CPU | -- |
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+ | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_DLC | 1.364 ms | 2 - 148 MB | NPU | -- |
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+ | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | ONNX | 1.59 ms | 0 - 120 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.078 ms | 2 - 2 MB | NPU | -- |
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  | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.995 ms | 10 - 10 MB | NPU | -- |
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