Fransisca-林孝慧

Graduate Student Research Assistant

CIS Lab Dankook University•  July 2022 - July 2024•  Yongin, Gyeonggi, South Korea

- Data Preprocessing: Sign language dataset labeling, generate JSON and pickle metadata files for learning. - AI Model Development: Using a transformer-based model, develop an I3D transformer model utilizing a novel sign language recognition model with class query. - Sign Language Recognition Improvement: Improves the accuracy by 14.41% on a large American sign language dataset and achieves an accuracy of 92.31% on the Korean sign language dataset.