Provide the PyTorch tutorial code for understanding DCGAN (Deep Convolutional GAN) model.
Original paper: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks. [ICLR 2016]
All codes were obtained from the official pyTorch page: [Link]
| Celeb-A Faces |
|---|
| Google Drive |
· Celeb-A Faces dataset is a large collection of celebrity facial images used for tasks like facial recognition and generative modeling.
· It includes over 200,000 diverse celebrity images.
· Please download the data from the Google Drive link above, unzip the zip file, and then move it to the data/celeba directory.
- DCGAN lecture note: [Link] (23.11.09)