A beginner's guide on how to win a Deep Learning challenge

Our team, from Rakuten Technology Institute Singapore, was among the top 3 in Rakuten Deep Learning Challenge for recipe image classification. This article elaborates on how we trained a decent model for image classification. Although we have deep learning experience in NLP, this is our first experience dealing with image data. We believe it provides a good reference for beginners.