Wyze Labs, Inc.
AI Video Captioning
The student team explored technical solution of video captioning for indoor home scenarios, video content understanding by bridging visual and language information and leveraging video data to generate captions to describe the semantic content in video recordings. The team worked to do in-depth research on academia-leading solutions on video captioning and apply state-of-the-art methods to build machine learning models to generate descriptions on Wyze device captured videos. The model and software developed will be used to create meaningful captions that help users monitor their daily events and identify solutions that need their attention.
Faculty Adviser
Payman Arabshahi,
Associate Professor, UW ECE,
Electrical & Computer Engineering
Jenq-Neng Hwang,
Professor; ECE International Programs Lead,
Electrical & Computer Engineering
Students
Bhavan R. Neelakandan
Hsiao-Ting Huang
Pranav Kamath
Ruby Lin
Sadjyot Hemant Gangolli