Object Detection on Object Detection Dataset 640x640
39.3mAPLeYOLO Medium
Evaluation results
| Method | Links | |
|---|---|---|
| LeYOLO MediumInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=10392024.06 | 39.3 | |
| YOLOv10 NanoInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=10992024.06 | 38.5 | |
| YOLOv9 TinyInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=13712024.06 | 38.3 | |
| LeYOLO SmallInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=877.92024.06 | 38.2 | |
| YOLOv8 NanoInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=12352024.06 | 37.3 | |
| LeYOLO NanoInput Resolution=640x640, Hardware=STM32MP257FAI3, Inference Engine=ONNX, Speed (ms)=5962024.06 | 34.3 |