Deep Image: Scaling up Image Recognition

@article{Wu2015DeepIS,
  title={Deep Image: Scaling up Image Recognition},
  author={Ren Wu and Shengen Yan and Yi Shan and Qingqing Dang and Gang Sun},
  journal={CoRR},
  year={2015},
  volume={abs/1501.02876}
}
We present a state-of-the-art image recognition system, Deep Image, developed using endto-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. On one of the most challenging computer vision benchmarks, the ImageNet classification… CONTINUE READING
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