The deep learning project which led me to burnout

In this article, I will present you the deep learning project that I wanted to perform, then I'll present the techniques and approach that I used to tacle this. And I will end up that article with some meaningful reflections, that I hope would help some of you. I wanted to build a smartphone app which can recognize flower from taken picture. Basically the app is splitted into two parts, the front-end part which is basically the mobile development. I wanted to build from scratch a deep learning model without deep learning framework, to help me understand the inner working process of image classification (I know it sounds crazy).