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Yolo-v3

Object Detection
PyTorch
real_time
android
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@@ -32,25 +32,25 @@ This model is an implementation of Yolo-v3 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-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.25 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.663 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 12.159 ms | 6 - 72 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 10.704 ms | 0 - 95 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.163 ms | 5 - 23 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.425 ms | 16 - 45 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.353 ms | 0 - 73 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.857 ms | 5 - 30 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.015 ms | 5 - 27 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 107.671 ms | 0 - 69 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 97.988 ms | 0 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.78 ms | 0 - 12 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.348 ms | 5 - 8 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.365 ms | 0 - 71 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 11.777 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 18.119 ms | 0 - 88 MB | FP16 | NPU | -- |
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- | Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.984 ms | 5 - 29 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.534 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.306 ms | 5 - 5 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-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 16.439 ms | 0 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.205 ms | 5 - 12 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 14.341 ms | 7 - 76 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 10.551 ms | 0 - 96 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.143 ms | 5 - 33 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 10.466 ms | 14 - 47 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.399 ms | 0 - 72 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.772 ms | 5 - 31 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.244 ms | 15 - 42 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 107.772 ms | 0 - 70 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 97.783 ms | 5 - 14 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 16.436 ms | 0 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.441 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.014 ms | 0 - 71 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 11.718 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 17.995 ms | 0 - 88 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 13.219 ms | 5 - 29 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.602 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | Yolo-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.485 ms | 5 - 5 MB | FP16 | NPU | -- |
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