Feb 2020 - Present
• Improved inspection efficiency and accuracy by using VGG-19 and RF model (With large data and fine labeling, the accuracy improved 34% when compared with the based classifier)
• Fine-tuned every model such as data preprocessing and hyper-parameter tunning
• Compared different CNN models and finalized the best model for inspection systems in
plants’ line
• Programmed scripts using Python for further data analysis (improving models)