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Yolo-NAS

Object Detection
PyTorch
real_time
android
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@@ -32,37 +32,37 @@ This model is an implementation of Yolo-NAS found [here](https://github.com/Deci
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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-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.977 ms | 0 - 23 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 9.581 ms | 5 - 19 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.756 ms | 1 - 69 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 6.107 ms | 0 - 35 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.51 ms | 5 - 38 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.307 ms | 5 - 53 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 6.262 ms | 0 - 37 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.295 ms | 5 - 36 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.359 ms | 7 - 45 MB | FP16 | NPU | -- |
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- | Yolo-NAS | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.97 ms | 0 - 26 MB | FP16 | NPU | -- |
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- | Yolo-NAS | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 9.388 ms | 5 - 8 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA7255P ADP | SA7255P | TFLITE | 223.027 ms | 0 - 34 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA7255P ADP | SA7255P | QNN | 223.789 ms | 3 - 12 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.978 ms | 0 - 22 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8255 (Proxy) | SA8255P Proxy | QNN | 9.359 ms | 5 - 8 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8295P ADP | SA8295P | TFLITE | 14.131 ms | 0 - 36 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8295P ADP | SA8295P | QNN | 14.5 ms | 0 - 14 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 9.011 ms | 0 - 22 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8650 (Proxy) | SA8650P Proxy | QNN | 9.487 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8775P ADP | SA8775P | TFLITE | 15.663 ms | 0 - 33 MB | FP16 | NPU | -- |
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- | Yolo-NAS | SA8775P ADP | SA8775P | QNN | 16.333 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | Yolo-NAS | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.396 ms | 0 - 37 MB | FP16 | NPU | -- |
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- | Yolo-NAS | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 13.092 ms | 5 - 38 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 10.297 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | Yolo-NAS | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.5 ms | 22 - 22 MB | FP16 | NPU | -- |
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  ## License
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- * The license for the original implementation of Yolo-NAS can be found [here](https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md#license).
 
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  * The license for the compiled assets for on-device deployment can be found [here](https://github.com/Deci-AI/super-gradients/blob/master/LICENSE.YOLONAS.md)
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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-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.961 ms | 0 - 21 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 9.594 ms | 5 - 23 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.819 ms | 0 - 82 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 6.097 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.526 ms | 5 - 36 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.351 ms | 5 - 53 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 6.305 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.299 ms | 5 - 37 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.444 ms | 7 - 46 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.951 ms | 0 - 22 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 9.507 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA7255P ADP | SA7255P | QNN | 223.609 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.938 ms | 0 - 21 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8255 (Proxy) | SA8255P Proxy | QNN | 9.472 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8295P ADP | SA8295P | TFLITE | 13.91 ms | 0 - 35 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8295P ADP | SA8295P | QNN | 14.561 ms | 0 - 14 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.953 ms | 0 - 20 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8650 (Proxy) | SA8650P Proxy | QNN | 9.369 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8775P ADP | SA8775P | TFLITE | 15.522 ms | 0 - 32 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | SA8775P ADP | SA8775P | QNN | 16.293 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.218 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 12.833 ms | 5 - 37 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 10.306 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | Yolo-NAS | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.473 ms | 22 - 22 MB | FP16 | NPU | -- |
 
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  ## License
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+ * The license for the original implementation of Yolo-NAS can be found
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+ [here](https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md#license).
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  * The license for the compiled assets for on-device deployment can be found [here](https://github.com/Deci-AI/super-gradients/blob/master/LICENSE.YOLONAS.md)
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