[EXE] Human Faces GAN

[Qasim Khan]

Learning Goals

• Get hands-on experience with generative modeling
• Use convolutional neural networks with PyTorch
• Learn the foundations of the concepts used to create deep fakes

Exercise Statement

• Create a Deep Convolutional GAN to generate fake human faces using CelebA data

Prerequisites

• Basics of creating neural networks in PyTorch
• Data Augmentation and Regularization techniques
• Convolutional Neural Networks

Data source/summary:

CelebFaces Attributes (CelebA) Dataset
Contains 202,599 face images of various celebrities

Suggest/Propose Solutions

I have the solution using PyTorch, will be happy to create a pull request to include the exercise statement/solution

[Vaibhav Mudgal]

Hi. I am really interested in it. Can you assign me this issue.
ps. I have started working on the problem using Tensorflow.
Thankyou!!