Defect Detection (original) (raw)

Static Crop

If a defect only occurs in a portion of the camera frame, you can crop your images to only show the active areas. This can dramatically speed up training time by cutting out excess pixels.

Augmentations

Generate augmented versions of your source images to simulate different lighting conditions, camera angles, or contrast setting with Roboflow.

Version Control

Dataset versions allow you to conduct rapid experimentation with various labeling and training tools. Adjust settings, generate export, and start using your model in production.

Advanced Health Check

Helpful charts that provide insight into the quality of your defect dataset and how to improve it. This includes a breakdown of class balance, dimension insights, and an annotation heat map.