This repo contains the scripts to detect scratch defects on metal nut using random forest classifer

• Data acquisition
• Feature extraction using some of the imporatant filters and edge detection methods available in image processing
• Creating dataframe of these features and splitting training and validation dataset
• Training the random forest classifier
• Evaluating the accuracy score on validation dataset

Paul Bergmann, Michael Fauser, David Sattlegger and Carsten Steger, the authors of the MVTec-AD paper