Table 6.
List of the open-source databases on pavement images.
| Reference | Name of Database | Type | Number and Type of Images |
|---|---|---|---|
| [51] | GAPs | Asphalt | 1968 grayscale |
| [90] | RDD2019 | Asphalt | 26,336 RGB |
| [41] | Crack500 | Asphalt | 500 RGB |
| [41] | GAPs384 | Asphalt | 384 grayscale |
| [114] | CrackTree200 | Asphalt | 200 grayscale |
| [115] | Crack Forest Dataset | Asphalt | 118 grayscale |
| [116] | AEL | Asphalt | 58 grayscale |
| [117] | Deep Crack | Concrete, asphalt | 537 RGB |
| [55] | GAPs v2 | Asphalt | 2468 grayscale |
| [116] | AigleRN | Asphalt | 38 grayscale |
| [85] | Pavement Image Dataset | - | 7237 RGB |
| [108] | - | Asphalt | 1362 RGB |
| [44] | - | Asphalt | 630 RGB |
| [95] | RoadID | Asphalt | 44,532 RGB |
| [110] | UAPD | Asphalt | 3151 RGB |
| [98] | CQU-BPDD | Asphalt | 60,059 RGB |
| [69] | EdmCrack600 | - | 600 RGB |
| [92] | Road Surface Damage | Asphalt | 18,345 RGB |