v0.55.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.
README.md
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@@ -44,84 +44,84 @@ See our repository for [YOLOv10-Detection on GitHub](https://github.com/qualcomm
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| YOLOv10-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.
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| YOLOv10-Detection | ONNX | float | Snapdragon®
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| YOLOv10-Detection | ONNX | float | Snapdragon®
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| YOLOv10-Detection | ONNX | float | Snapdragon®
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| YOLOv10-Detection | ONNX | float |
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| YOLOv10-Detection | ONNX | float | Snapdragon® 8
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| YOLOv10-Detection | ONNX | float | Qualcomm®
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| YOLOv10-Detection | ONNX | float |
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| YOLOv10-Detection | ONNX | float | Qualcomm®
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon®
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon®
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon®
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm®
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm®
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon®
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm®
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 |
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| YOLOv10-Detection |
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| YOLOv10-Detection |
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| YOLOv10-Detection |
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | float |
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| YOLOv10-Detection | QNN_DLC |
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| YOLOv10-Detection | QNN_DLC |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon®
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm®
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| YOLOv10-Detection | QNN_DLC | w8a16 |
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| YOLOv10-Detection |
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| YOLOv10-Detection | TFLITE | float | Snapdragon® 8
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| YOLOv10-Detection | TFLITE | float |
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| YOLOv10-Detection | TFLITE | float |
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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| YOLOv10-Detection | TFLITE | float | Qualcomm®
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## License
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* The license for the original implementation of YOLOv10-Detection can be found
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## Performance Summary
|
| 45 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 46 |
|---|---|---|---|---|---|---
|
| 47 |
+
| YOLOv10-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.931 ms | 1 - 206 MB | NPU
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| YOLOv10-Detection | ONNX | float | Snapdragon® X2 Elite | 3.264 ms | 208 - 208 MB | NPU
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| YOLOv10-Detection | ONNX | float | Snapdragon® X Elite | 6.621 ms | 177 - 177 MB | NPU
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| YOLOv10-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.932 ms | 0 - 241 MB | NPU
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| YOLOv10-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.299 ms | 3 - 46 MB | NPU
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| YOLOv10-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.394 ms | 1 - 198 MB | NPU
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| YOLOv10-Detection | ONNX | float | Qualcomm® QCS9075 | 7.062 ms | 3 - 50 MB | NPU
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| YOLOv10-Detection | ONNX | float | Qualcomm® QCS8750 | 4.394 ms | 1 - 198 MB | NPU
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| YOLOv10-Detection | ONNX | float | Qualcomm® QCS7181 | 6.621 ms | 177 - 177 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.277 ms | 0 - 83 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.427 ms | 210 - 210 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.635 ms | 178 - 178 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.346 ms | 0 - 105 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 325.188 ms | 66 - 72 MB | CPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.378 ms | 2 - 19 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 169.137 ms | 67 - 76 MB | CPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 149.841 ms | 73 - 83 MB | CPU
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| YOLOv10-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.527 ms | 0 - 78 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.665 ms | 2 - 47 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 149.841 ms | 73 - 83 MB | CPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 2.527 ms | 0 - 78 MB | NPU
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| YOLOv10-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 5.635 ms | 178 - 178 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 5.917 ms | 8 - 228 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 8.354 ms | 8 - 339 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 140.05 ms | 59 - 69 MB | CPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 11.785 ms | 5 - 13 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.323 ms | 6 - 215 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 15.418 ms | 5 - 51 MB | NPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 79.693 ms | 51 - 63 MB | CPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 70.717 ms | 69 - 80 MB | CPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7790 | 70.717 ms | 69 - 80 MB | CPU
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| YOLOv10-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8750 | 6.323 ms | 6 - 215 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.932 ms | 5 - 197 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.653 ms | 5 - 5 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.605 ms | 5 - 5 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.035 ms | 0 - 211 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 13.329 ms | 1 - 182 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.14 ms | 5 - 103 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.602 ms | 1 - 187 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8650P | 5.602 ms | 1 - 187 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8255P | 5.602 ms | 1 - 187 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.531 ms | 2 - 200 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.329 ms | 1 - 182 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.9 ms | 1 - 170 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.267 ms | 5 - 190 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.184 ms | 5 - 11 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 2.267 ms | 5 - 190 MB | NPU
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| YOLOv10-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 4.605 ms | 5 - 5 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.734 ms | 2 - 183 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.195 ms | 2 - 2 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.624 ms | 2 - 2 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.912 ms | 0 - 196 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 7.957 ms | 1 - 175 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.223 ms | 2 - 4 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.852 ms | 1 - 176 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 4.852 ms | 1 - 176 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 4.852 ms | 1 - 176 MB | NPU
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| 104 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 20.301 ms | 2 - 179 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 7.957 ms | 1 - 175 MB | NPU
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.491 ms | 2 - 180 MB | NPU
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| 107 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.02 ms | 2 - 182 MB | NPU
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| 108 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.779 ms | 2 - 6 MB | NPU
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| 109 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 4.491 ms | 2 - 180 MB | NPU
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| 110 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.02 ms | 2 - 182 MB | NPU
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| 111 |
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| YOLOv10-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 4.624 ms | 2 - 2 MB | NPU
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| YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.632 ms | 0 - 89 MB | NPU
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| YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.688 ms | 0 - 109 MB | NPU
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| 114 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8275 | 12.748 ms | 0 - 77 MB | NPU
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| 115 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.757 ms | 0 - 3 MB | NPU
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| 116 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® SA8775P | 5.206 ms | 0 - 82 MB | NPU
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| 117 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® SA8650P | 5.206 ms | 0 - 82 MB | NPU
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| 118 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® SA8255P | 5.206 ms | 0 - 82 MB | NPU
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| 119 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.446 ms | 0 - 86 MB | NPU
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| 120 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® SA7255P | 12.748 ms | 0 - 77 MB | NPU
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| 121 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® SA8295P | 8.272 ms | 0 - 56 MB | NPU
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| 122 |
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| YOLOv10-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.024 ms | 0 - 88 MB | NPU
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| 123 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.901 ms | 0 - 13 MB | NPU
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| 124 |
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| YOLOv10-Detection | TFLITE | float | Qualcomm® QCS8750 | 2.024 ms | 0 - 88 MB | NPU
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## License
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| 127 |
* The license for the original implementation of YOLOv10-Detection can be found
|