3 papers
cs.CV2018
A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training
Xin Chen, Hua Zhou, Yuxiang Gao +1
Large scale deep Convolution Neural Networks (CNNs) increasingly demands the computing power. It is key for researchers to own a great powerful computing platform to leverage deep…
cs.CV2017
Deep Neural Network Capacity
Aosen Wang, Hua Zhou, Wenyao Xu +1
In recent years, deep neural network exhibits its powerful superiority on information discrimination in many computer vision applications. However, the capacity of deep neural netw…
cs.CV2017
ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition
Xin Chen, Yu Zhu, Hua Zhou +2
In this paper, we introduce a new and challenging large-scale food image dataset called "ChineseFoodNet", which aims to automatically recognizing pictured Chinese dishes. Most of t…