Nikhila Ravi

Nikhila is a Research Engineer at Facebook AI Research, with a focus on computer vision and 3D understanding. Previously at Facebook, she worked on tools and platforms for democratizing machine learning training and deployment for internal teams. Nikhila graduated with a Bachelor's and Master's in Engineering at Cambridge University and spent a year at Harvard University on a Kennedy Scholarship, where she focused on machine learning and AI.

Research Areas

Nikhila's Publications

September 05, 2019

RESEARCH

COMPUTER VISION

C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion

We propose C3DPO, a method for extracting 3D models of deformable objects from 2D keypoint annotations in unconstrained images. We do so by learning a deep network that reconstructs a 3D object from a single view at a time, accounting for…

David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi

September 05, 2019