In this project, I defined and trained a DCGAN on a dataset of faces aiming to get a generator network to generate new images of faces that look as realistic as possible!
The main artefacts are:
-dlnd_face_generation.ipynb : Jupuyter notebook that goes through the process, including:
- Downloading and pre-processing data
- Creating DataLoaders
- Building the DCGAN model
- Training the DCGAN model
- Generating sample face images