Understand the idea of convolutional neural networks by reading the paper and parts 1 and 2 of the blog. Read about deconvolutional networks and its applications.
Blog: (1)
“A Beginner’s Guide To Understanding Convolutional Neural Networks”
https://adeshpande3.github.io/A-Beginner%27s-Guide-To-Understanding-Convolutional-Neural-Networks/
Papers: (2)
“ImageNet Classification with Deep Convolutional Neural Networks”
https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf
“Deconvolutional Networks”
http://www.matthewzeiler.com/wp-content/uploads/2017/07/cvpr2010.pdf