GluonCV -- Deep Learning Toolkit for Computer Vision

Author: Mu Li, Principal Scientist at Amazon Translated from: https://zh.mxnet.io/blog/gluon-cv Someone once asked me what was the hardest thing to do when developing MXNet. I would not hesitate to say that replicating experimental results from papers is the most difficult part. The heroes in the three examples above are top-level researchers in the field of deep learning, but it is still very easy to spend a lot of precious time on some subtle experimental details. A model usually has tens to hundreds of layers and can take several hours to train.