Research Article
Research on Asphalt Pavement Disease Detection Based on Improved YOLOv5s
Table 1
Detailed information of images in a data set.
| Type | Total | The number of training sets | The number of test sets |
| Image data | 7641 | 6877 | 764 | Target of detection | 8482 | 7572 | 910 | Transverse cracks | 2546 | 2239 | 307 | Longitudinal cracks | 2773 | 2520 | 253 | Mesh cracks | 2549 | 2301 | 248 | Potholes | 237 | 198 | 39 | Repaired pavement | 377 | 314 | 63 |
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