Image classification using fastai

Cats vs Dogs

Training on resnet34 with dataset(Oxford IIIT Pet): http://www.robots.ox.ac.uk/~vgg/data/pets/

Research Papers

• A disciplined approach to Neural Network Hyper-parameters: https://arxiv.org/pdf/1803.09820.pdf

• IIIT and Oxford Pet research paper: https://www.robots.ox.ac.uk/~vgg/publications/2012/parkhi12a/parkhi12a.pdf

Blog Post: Summary of Research papers

• A disciplined approach to Neural Network Hyper-parameters:
• IIIT and Oxford Pet research paper:

Fast.ai code that implements these research papers & provide state of the art results for Deep Learning practitioners