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Yolo-v5

Object Detection
PyTorch
real_time
android
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@@ -32,25 +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 | 23.747 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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  | 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 | 23.026 ms | 8 - 40 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 24.3 ms | 5 - 22 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 22.929 ms | 1 - 126 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 17.532 ms | 4 - 104 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 18.465 ms | 134 - 265 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 17.79 ms | 7 - 142 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.082 ms | 4 - 82 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15.427 ms | 5 - 129 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 16.134 ms | 5 - 131 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 369.508 ms | 6 - 80 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 365.993 ms | 3 - 12 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 23.18 ms | 1 - 33 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 20.423 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 34.107 ms | 6 - 81 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31.361 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 36.783 ms | 6 - 85 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 42.69 ms | 5 - 42 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 20.696 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | Yolo-v5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.118 ms | 39 - 39 MB | FP16 | NPU | -- |
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