Top Defect Computer Vision Models

The models below have been fine-tuned for various defect 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 defect detection model.

At the bottom of this page, we have guides on how to count defects in images and videos. To learn more about defect detection with computer vision, check out the following resources:

• How to Build a Defect Detection System
• Defect Detection with Roboflow
• Generate Synthetic Data with NVIDIA Replicator