Projects (2013 – 2016)
Visual Question Answering
"What color is the sailboat?" "What are they laughing at?" AI systems can answer these types of questions about images. Our research group trained a deep neural network that won the VQA real-image challenges by a significant margin.
Read the paperDemoCode
Go To Bed for iPhone
Reminds you to go to bed, allows you to track the durations of your sleep, and has a personalized sleep leaderboard that compares your sleep average against your friends. Downloaded over 45,000 times and has a 4.5-star rating on the App Store.
App Store
Elevate
As a quantified self-er, I built a dashboard that synced fitness data from Fitbit, Jawbone, and Strava. But then I discovered Gyroscope, and they do a much better job.
CodeChess ID
Snap a photo of your chessboard and Chess ID will use a deep neural network to recognize the pieces and tell you the best move.
Read the blog postCode