Related Objects of Interest: crack, dog, person, manhole, construction barrel, deer, one way, road closed, stop sign, traffic cone
Top Pothole Computer Vision Models
The models below have been fine-tuned for various pothole detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own pothole detection model.
At the bottom of this page, we have guides on how to count potholes in images and videos.
913 images 5 classes
by dissertation
169 images 17 classes
Alligator crack – High Alligator crack – Low Block crack – High Block crack – Low Faded marking – High Faded marking – Low Lane shoulder drop-off – High Linear crack – High Linear crack – Low Manhole - Patch and utility cut- high Patch and utility cut- low Pothole – High Pothole – Low Raveling – Low Weathering – High Weathering – Low
3159 images 10 classes
6820 images 10 classes
9443 images 4 classes
by RoadDamages
805 images 10 classes
by jaime romero
8392 images 8 classes
by tflite
2756 images 13 classes
by NSIP Project
2059 images 6 classes