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Yolo-v5

Object Detection
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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (2) hide show
  1. LICENSE +0 -1
  2. README.md +40 -39
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme.
 
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  The license of the original trained model can be found at https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme.
 
README.md CHANGED
@@ -38,44 +38,46 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Yolo-v5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 64.066 ms | 0 - 78 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 63.255 ms | 0 - 89 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 23.811 ms | 0 - 99 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 25.539 ms | 5 - 58 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 11.272 ms | 0 - 20 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.851 ms | 5 - 89 MB | NPU | -- |
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- | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.084 ms | 0 - 124 MB | NPU | -- |
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- | Yolo-v5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 80.309 ms | 0 - 80 MB | NPU | -- |
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- | Yolo-v5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 77.266 ms | 2 - 88 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.643 ms | 0 - 113 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.366 ms | 5 - 168 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.654 ms | 5 - 87 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.829 ms | 0 - 81 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.164 ms | 5 - 98 MB | NPU | -- |
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- | Yolo-v5 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 7.562 ms | 3 - 82 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.952 ms | 0 - 79 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 4.49 ms | 5 - 110 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 5.914 ms | 5 - 72 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.476 ms | 94 - 94 MB | NPU | -- |
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- | Yolo-v5 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.357 ms | 46 - 46 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 31.933 ms | 2 - 159 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 1717.213 ms | 94 - 101 MB | CPU | -- |
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- | Yolo-v5 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.814 ms | 2 - 65 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.684 ms | 2 - 85 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.71 ms | 2 - 19 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 11.605 ms | 2 - 26 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 39.889 ms | 1 - 64 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 786.28 ms | 171 - 174 MB | CPU | -- |
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- | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.754 ms | 2 - 84 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.387 ms | 2 - 84 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 4.275 ms | 2 - 72 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.103 ms | 0 - 76 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 12.168 ms | 2 - 82 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 816.467 ms | 161 - 180 MB | CPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.257 ms | 2 - 73 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.345 ms | 2 - 81 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.393 ms | 60 - 60 MB | NPU | -- |
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- | Yolo-v5 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.527 ms | 24 - 24 MB | NPU | -- |
 
 
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@@ -252,7 +254,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of Yolo-v5 can be found
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  [here](https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme).
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- * The license for the compiled assets for on-device deployment can be found [here](https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Yolo-v5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 63.145 ms | 0 - 230 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 63.271 ms | 4 - 206 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 25.367 ms | 0 - 287 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 25.75 ms | 5 - 238 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 11.045 ms | 0 - 3 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.901 ms | 5 - 7 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.099 ms | 0 - 54 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 77.466 ms | 0 - 214 MB | NPU | -- |
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+ | Yolo-v5 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.082 ms | 1 - 201 MB | NPU | -- |
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+ | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.225 ms | 0 - 393 MB | NPU | -- |
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+ | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 8.27 ms | 5 - 315 MB | NPU | -- |
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+ | Yolo-v5 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.653 ms | 5 - 213 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 | -- |
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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 | -- |
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+ | Yolo-v5 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 12.011 ms | 2 - 260 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 | 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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  ## License
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  * The license for the original implementation of Yolo-v5 can be found
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  [here](https://github.com/ultralytics/yolov5?tab=AGPL-3.0-1-ov-file#readme).
 
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