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Yolo-v3

Object Detection
PyTorch
bu_auto
real_time
android
Model card Files
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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 +41 -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/yolov3/blob/v8/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/ultralytics/yolov3/blob/v8/LICENSE.
 
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  The license of the original trained model can be found at https://github.com/ultralytics/yolov3/blob/v8/LICENSE.
 
README.md CHANGED
@@ -2,6 +2,7 @@
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  library_name: pytorch
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  license: other
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  tags:
 
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  - real_time
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  - android
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  pipeline_tag: object-detection
@@ -37,44 +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-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.371 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.006 ms | 2 - 28 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.832 ms | 0 - 54 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.898 ms | 5 - 33 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.647 ms | 0 - 161 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.349 ms | 5 - 13 MB | NPU | -- |
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- | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.267 ms | 0 - 47 MB | NPU | -- |
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- | Yolo-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.975 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.577 ms | 2 - 31 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.919 ms | 0 - 57 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.696 ms | 5 - 44 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.318 ms | 3 - 32 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.43 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.141 ms | 5 - 38 MB | NPU | -- |
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- | Yolo-v3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.713 ms | 3 - 31 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.826 ms | 0 - 27 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.592 ms | 5 - 41 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.085 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.616 ms | 59 - 59 MB | NPU | -- |
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- | Yolo-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.327 ms | 20 - 20 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 11.834 ms | 2 - 112 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 527.544 ms | 210 - 217 MB | CPU | -- |
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- | Yolo-v3 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.146 ms | 2 - 27 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.484 ms | 2 - 52 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.669 ms | 2 - 53 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.962 ms | 0 - 48 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.039 ms | 2 - 26 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 223.115 ms | 190 - 215 MB | CPU | -- |
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- | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.543 ms | 2 - 55 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.671 ms | 0 - 52 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.864 ms | 2 - 33 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.045 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.911 ms | 2 - 45 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 241.683 ms | 200 - 215 MB | CPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.381 ms | 2 - 33 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.597 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.052 ms | 45 - 45 MB | NPU | -- |
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- | Yolo-v3 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.982 ms | 10 - 10 MB | NPU | -- |
 
 
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@@ -251,7 +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-v3 can be found
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  [here](https://github.com/ultralytics/yolov3/blob/v8/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://github.com/ultralytics/yolov3/blob/v8/LICENSE)
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  library_name: pytorch
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  license: other
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  tags:
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+ - bu_auto
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  - real_time
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  - android
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  pipeline_tag: object-detection
 
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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-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.083 ms | 0 - 135 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 20.014 ms | 5 - 132 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.888 ms | 0 - 179 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.91 ms | 5 - 161 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.359 ms | 0 - 3 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.357 ms | 4 - 6 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.3 ms | 0 - 21 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.613 ms | 0 - 134 MB | NPU | -- |
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+ | Yolo-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.532 ms | 1 - 132 MB | NPU | -- |
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+ | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.701 ms | 0 - 182 MB | NPU | -- |
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+ | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.705 ms | 5 - 158 MB | NPU | -- |
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+ | Yolo-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.308 ms | 0 - 121 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 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 | -- |
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+ | Yolo-v3 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.511 ms | 2 - 181 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 | -- |
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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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  ## License
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  * The license for the original implementation of Yolo-v3 can be found
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  [here](https://github.com/ultralytics/yolov3/blob/v8/LICENSE).
 
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