Think (Final Year Project)

Technology Stack

• Front-end: React Redux
• Back-end: Flask
• Neural Network: Deep Convolution Generative Adversarial Networks, Tensorflow

Functionality

• Generate pictures with genre of Abstract and Portrait
• User login and save reference

Front-end

• UI component development helps for component re-use
• localStorage stores the user token for authorization in front-end
• jwt encoded
• using redux-thunk as asynchronous middleware

Back-end

• using flask-restful to return json file for each end-point request
• using flask-cors to solve Cross Origin Resource Sharing issue
• using flask_sqlachemy as ORM

DCGAN

Generator

Discriminator

Picture Generated

Abstract

Portrait

Website