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Final year project. Using Deep Convolutional Generative Adversarial Network Producing Arts

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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

generater

Discriminator

generater

Picture Generated

Abstract

abstract

Portrait

generater

Website

home_1 home_2 home_2

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Final year project. Using Deep Convolutional Generative Adversarial Network Producing Arts

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