From: Advanced bridge visual inspection using real-time machine learning in edge devices
Meta Architecture | mAP (IoU) | Speed (ms) | Speed (FPS) |
---|---|---|---|
SSD MobileDet | 0.18 | 0.053 | 19 |
SSD MobileNet V3 | 0.28 | 0.050 | 20 |
YoloV4-tiny | 0.37 | 0.043 | 23 |
EfficientNetD0 | – | 0.250 | 25 |
YoloV5s | 0.51 | 0.143 | 30 |