Wyze Labs
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
Students
Bhavan R. Neelakandan
Hsiao-Ting Huang
Pranav Kamath
Ruby Lin
Sadjyot Hemant Gangolli
Related News
Fri, 09/20/2024 | UW Civil & Environmental Engineering
Smarter irrigation for a greener UW
A new project combines satellite data with ground sensors to conserve water and create a more sustainable campus environment.
Mon, 09/09/2024 | UW Mechanical Engineering
Testing an in-home mobility system
Through innovative capstone projects, engineering students worked with community members on an adaptable mobility system.
Mon, 08/19/2024 | UW Mechanical Engineering
Students strive to ensure accurate AED shock dosage
ShockSafe, developed by students with the help of mentors from Philips and Engineering Innovation in Health (EIH), can distinguish between children and adults during cardiac arrest emergencies.
Wed, 08/07/2024 | Snohomish County News
Snohomish County, University of Washington partnership boosts efficiency in enterprise scanning center
UW Industrial and Systems Engineering Capstone Project set to save Snohomish County over $40,000 annually.