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Yolo-v5

Object Detection
PyTorch
real_time
android
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@@ -32,23 +32,25 @@ This model is an implementation of Yolo-v5 found [here](https://github.com/ultra
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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- | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 23.655 ms | 6 - 39 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 28.505 ms | 1 - 98 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 17.794 ms | 5 - 103 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.207 ms | 5 - 25 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 22.121 ms | 0 - 126 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 16.41 ms | 5 - 84 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15.27 ms | 5 - 133 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 20.373 ms | 7 - 122 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 369.644 ms | 6 - 80 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 365.658 ms | 2 - 9 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 23.892 ms | 9 - 37 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 34.496 ms | 6 - 81 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.01 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 36.013 ms | 6 - 88 MB | FP16 | NPU | -- |
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- | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 43.033 ms | 5 - 40 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 21.546 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.102 ms | 39 - 39 MB | FP16 | NPU | -- |
 
 
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@@ -61,7 +63,6 @@ This model is an implementation of Yolo-v5 found [here](https://github.com/ultra
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  ## References
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- * [None](None)
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  * [Source Model Implementation](https://github.com/ultralytics/yolov5)
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 23.747 ms | 6 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 21.883 ms | 6 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 27.816 ms | 1 - 119 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 18.188 ms | 5 - 104 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16.767 ms | 5 - 25 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 21.418 ms | 7 - 134 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 16.687 ms | 5 - 82 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15.715 ms | 5 - 128 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 20.519 ms | 5 - 120 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 370.263 ms | 1 - 74 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 364.102 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 23.754 ms | 6 - 39 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 22.141 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 34.771 ms | 0 - 74 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 30.88 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 34.864 ms | 6 - 87 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 42.293 ms | 5 - 44 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 21.469 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 28.022 ms | 39 - 39 MB | FP16 | NPU | -- |
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  ## References
 
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  * [Source Model Implementation](https://github.com/ultralytics/yolov5)
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