Intern Algorithm Engineer
Guangdong Centrizen Technology Co., Ltd.
Guangzhou, Guangdong, China
• Face Spoofing Detection Project (Python):Built various deep learning models based on VGG16 and ResNet50 using the NUAA Photograph Imposter database; Applied data augmentation with random crops and shifts. Tested the models with live-stream video to inform the decision of returning to a feature-based model for spoofing detection• ID Document/Selfie Matching Project (Python): Wrote internet crawler to collect and manipulate image data on a large scale for model training purpose• Book Spines Detection Project (Python):Tested different line-detection and image manipulation tools such as Canny and Laplacian edge detections to better indicate book spines in bookshelf images