Anomaly detection

Implementation of CNN in Keras for detecting anomalies in images of computer pins. Developed during my Internship at VSB in collaboration with Vitesco.

How to run

1. Create new virtual environment
2. Install packages from requirements.txt --> pip install -r requirements.txt
3. Create data/ folder and insert subfolders with images of diffrent pin types
4. Run preprocessing.py to generete data and labels
5. Run main.py for trainning and testing