Deep Learning

Holistic 3D Scene Understanding from a Single Image with Implicit Representation

We present a new pipeline which takes a single image as input, estimates layout and object poses, then reconstructs the scene with Signed Distance Function (SDF) representation.

Deep Learning Server System

A deep learning system for small research teams, with multiple GPU servers, centralized network storage, server and user management, 10 GbE network, and per-server SSD cache.