Improving Deep Learning-based Defect Detection on Window Frames with Image Processing Strategies

no code implementations • 13 Sep 2023 • Jorge Vasquez, Hemant K. Sharma, Tomotake Furuhata, Kenji Shimada

The paper proposes a new defect detection pipeline called InspectNet (IPT-enhanced UNET) that includes the best combination of image enhancement and augmentation techniques for pre-processing the dataset and a Unet model tuned for window frame defect detection and segmentation.

Defect Detection Image Augmentation +1