FinalProject-Group2-Anime-Face-Generator-using-GAN

DATS6203 Machine Learning II Final Project Team member: Chen Chen, Hao Ning, Hungchun Lin

Project Description

Create a generator that produces various types of anime faces.
Link to the data:
https://drive.google.com/open?id=11j_HC40a2t2q9ZtsLp4OPwF2xzhJCG1i
https://drive.google.com/file/d/1tpW7ZVNosXsIAWu8-f5EpwtF3ls3pb79

Project Structure

This section describes the structure of the repoistory.

Group Proposal

The group proposal in pdf.

Final Group Project Report

The final report for our project in pdf.

Final Group Presentation

The group presentation slides in pdf.

Code

The code used for data download, preprocessing, modeling and evaluation (generate images). Please check code folder for detailed instruction.
There are also pretained models that can generate anime face images.

Sample Images

The generated sample images using different training models.