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Related Objects of Interest: dusty , snow , non-defective , bird-drop , bird drop , electrical damage , non defective , physical damage , electrical-damge , physical-damge
Top Defective Datasets and Models
The datasets below can be used to train fine-tuned models for defective 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 defective datasets below.
364 images 7 classes 3 models
60 images 5 classes 1 model
88 images 7 classes
797 images 7 classes 1 model
4.8k images 5 classes 4 models
742 images 7 classes 2 models
2.4k 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)
515 images 4 classes
319 images 8 classes 3 models
797 images 7 classes 1 model
191 images 3 classes 2 models
570 images 7 classes 1 model
3.5k images 8 classes
437 images 6 classes 1 model
89 images 7 classes 2 models
103 images 7 classes
1.1k images 4 classes