Object Detection on Inference Speed Benchmark
12.3Inference Speed (s)LeYOLO Small
Evaluation Results
| Method | Links | |
|---|---|---|
| LeYOLO SmallDevice=STM32H741-DISCO, Resolution=640x6402024.06 | 12.3 | |
| YOLOv9Device=STM32H741-DISCO, Resolution=640x6402024.06 | 13.6 | |
| YOLOv8Device=STM32H741-DISCO, Resolution=640x6402024.06 | 13.7 | |
| LeYOLO SmallDevice=STM32F769I-DISCO, Resolution=640x6402024.06 | 19 | |
| LeYOLO SmallDevice=STM32F746G-DISCO, Resolution=640x6402024.06 | 20 | |
| YOLOv8Device=STM32F769I-DISCO, Resolution=640x6402024.06 | 21.5 | |
| YOLOv9Device=STM32F769I-DISCO, Resolution=640x6402024.06 | 22.1 | |
| YOLOv9Device=STM32F746G-DISCO, Resolution=640x6402024.06 | 24.5 | |
| YOLOv8Device=STM32F746G-DISCO, Resolution=640x6402024.06 | 25 | |
| LeYOLO SmallDevice=STM32F469I-DISCO, Resolution=640x6402024.06 | 54.6 | |
| YOLOv9Device=STM32F469I-DISCO, Resolution=640x6402024.06 | 72.5 | |
| YOLOv8Device=STM32F469I-DISCO, Resolution=640x6402024.06 | 73.6 |