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manGAN

Generative Adversarial Network trying to generate manga characters.

Introduction

This is manGAN, a simple graduation project where I tried to learn and implement DCGANs and use it to generate faces of manga characters. For it, I used some tips and from other works and papers. I used Tensorflow to implement the neural nets.

Some references

Data set used

Similar works used as references

Results

Images from data set

Data Set examples

Images generated

Generated examples

Report (in portuguese)

Final report