Top Defect Datasets and Models
The datasets below can be used to train fine-tuned models for defect detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the defect datasets below. To learn more about defect detection with computer vision, check out the following resources:
2412 images 28 classes
Arching (concrete) Barrier damage Block cracks (asphalt) Broken board (cement) Corner fracture (cement) Crack (cement) Cracking (asphalt) Curb defect Defective protective facilities Edge spalling (cement) Exposed (cement) Joint material damage (cement) Longitudinal cracks (asphalt) Loose (asphalt) Marker defects Mud pumping (cement) Oiled (asphalt) Patching (asphalt) Potholes (asphalt) Potholes (concrete)
by SCUT
2728 images 6 classes
793 images 2 classes