台灣 台北市 [Projects]　 　╴TFT-LCD defect detection 　╴Scratch detecion 　╴Algorithms system Development & Maintain [Detail] 　╴TFT-LCD defect detection 　　Achieve the accuracy 85-95%+, 5~30 categories (depend on different projects) 　　improve the accuracy by 8%(compared with the previous) 　╴Transfer Learning (transfer the model that trained from domain A to domain B (same categories as domain A) without label data of domain B) 　　Increase the accuracy from 13%(before transfer) to 82%(after transfer) (11 categories). 　╴Scratch detection by only the golden image 　╴The techniques have been studied 　　Inbalance data Handle 　　Domain Adaptation 　　Semi/Self supervised method 　　Data Augmentation 　　Noise data detection 　　New class detection 　　Abnormal detection

台灣 新北市 License Plate Recognition System - Algorithms development - UI Pedestrian Detection - Algorithms development Thermal Image Enhancement - Enhance existing algorithms Product Maintain and Support

台灣 台北市 License Plate Algorithms Development - License Plate Detection - Character Segmentation - Rotation Correction People Counting Algorithms Enhance - Executive Performance Improve - System maintain Product Debug and Maintain