In this project, I created a proof of concept for a computer vision program for a candle factory that automatically detects deformed candles on the production line. I implemented the physical setup using a Raspberry Pi 4 mini-computer and a camera module. The camera image was processed with OpenCV, and image recognition was performed using a neural network I implemented myself.