| An example picture from the Railway Defect dataset depicting a corrugation | |
| An example picture from the Railway Defect dataset depicting a crack | |
| An example picture from the Railway Defect dataset depicting a putus | |
| An example picture from the Railway Defect dataset depicting a spalling | |
| An example picture from the Railway Defect dataset depicting a squat |