projects
-
BallpitNDF: Few Shot Pouring with Local Neural Descriptor Fields
Paper / Video / Code
Can a robot learn to pour from a basket without ever seeing how to grab one? In this project, we combine Grounding SAM with Local Neural Descriptor Fields to create a full-stack robotic pouring system in Drake. This is my final project for MIT's course on robotic manipulation (6.4210).