Object Detection on Pothole detection dataset (test)
93.99mAP (IoU=50%)YOLOv5
Evaluation results
| Method | Links | |
|---|---|---|
| YOLOv5Processing Time=12.78 ms, Reference=Gao et. al. [20]2023.10 | 93.99 | |
| YOLOv8Processing Time=8.8 ms, Size of Model=6.3 MB, Variant=Nano2023.10 | 91.11 | |
| YOLOv3Processing Time=40 ms, Reference=Ukhwah et. al. [18]2023.10 | 88.93 | |
| YOLOv4Processing Time=50 ms, Reference=Shaghouri et. al. [19]2023.10 | 85.39 |