  We present a state-of-the-art image recognition system, Deep Image, developed
using end-to-end deep learning. The key components are a custom-built
supercomputer dedicated to deep learning, a highly optimized parallel algorithm
using new strategies for data partitioning and communication, larger deep
neural network models, novel data augmentation approaches, and usage of
multi-scale high-resolution images. Our method achieves excellent results on
multiple challenging computer vision benchmarks.

Computer Vision and Pattern Recognition