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Top Failing Datasets and Models
The datasets below can be used to train fine-tuned models for failing 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 failing datasets below.


3622 images
Cavities on concrete wallCavities on fasciaCavity on concreteConcrete crackConcrete debrisConcrete spallingCrack on fasciaExposed rebarFailing sealantGrowing mossMap crackingMissing corner flashingMissing sealantMissing sealant around handrail post plateMissing sealant on horizontal flashing jointsMissing waterproofing on fasciaMissing waterproofing on wall_baseMold-Mildew growingPaint blistersPaint damage
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