I was working on a project to detect defects in LCD array using object detection model. Good accuracy models are of utmost importance as it can: * Significantly reduce worker's labelling time * Reduce number of arrays needed to be fixed * Most importantly, reduce cost Achievements: * Using YOLOv5 model with above 90% accuracy * Using state-of-the-art YOLOv7 to compare with the renowned YOLOv5 * Design and develop user interface for ease of use * Implement auto label and model retrain feature onto UI

I work under Pei-Yin Chen (陳陪殷）professor's lab. I work with a group of people where our goal is to locate all mining impurities in the machine rig. My responsibilities include (as of now): - Label images - Assisting other group members - Develop Object Detection model to locate impurities