Official PyTorch GAN Implementation

Inspiration

When I first saw NVIDIA's Official TensorFlow implementation of StyleGAN Found here, click me, I was shocked at how much i

What it does

It will generate GAN's through a generator and a discriminator. For further information. please check out the project Official PyTorch Gan Implementation's Github Page!

How I built it

• PyTorch
• Python 3
• DCGAN
• C++
• C
• Bash (future work)
• CMake (future work)
• Make (future work)
• Bazel (future work)

Challenges I ran into

• When my model didn't train well enough
• When PyTorch gave a c++ compile error

Accomplishments that I'm proud of

• I am glad that my project worked and I am doing something to contribute to the PyTorch community

What I learned

• How to build GANs with PyTorch
• The basic foundations of PyTorch
• How to build Deep Learning Models with PyTorch
• DCGAN

What's next for Official PyTorch GAN Implementation

• In the upcoming weeks/months, I will be adding more GAN implementations. All GAN implementations shall be on the Official PyTorch Gan Implementation's Github Page by June 26, 2020.
• Also make the project a PyPi project and a C++ project by December 25, 2020

Made with love & smile by Aaron Ma with the support of Firebolt, Inc..

Built With

• aaronhma
• bash
• c
• c++
• cmake
• facebook
• make
• numpy
• official
• official-implementation
• python
• pytorch
• pytorchvision
• research
• research-project
• torch
• trending