https://github.com/matin-ghorbani/celeb-a-gan-pytorch

Implement a GAN for Celeb_a dataset to generate celebrities faces with PyTorch
https://github.com/matin-ghorbani/celeb-a-gan-pytorch

celeba dcga deep-learning gan pytorch

Last synced: 5 days ago
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Implement a GAN for Celeb_a dataset to generate celebrities faces with PyTorch

• Host: GitHub
• URL: https://github.com/matin-ghorbani/celeb-a-gan-pytorch
• Owner: matin-ghorbani
• License: mit
• Created: 2024-05-17T08:29:06.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-05-17T12:42:42.000Z (9 months ago)
• Last Synced: 2024-11-29T17:25:51.712Z (2 months ago)
• Topics: celeba, dcga, deep-learning, gan, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 18.7 MB
• Stars: 12
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# DCGAN On Celeb_a dataset

***Implement a GAN for Celeb_a dataset to generate celebrities faces with PyTorch***

## This task solved with this repo

- CelebFaces Attributes Generator: I trained a DCGAN on [Celeb_A Dataset](https://www.kaggle.com/datasets/jessicali9530/celeba-dataset)

## How to install

### Run this command:

```bash

pip install -r requirements.txt

```

# CelebFaces Attributes

### CelebFaces Attributes Training Duration

![Duration](./io/output/Celeb_a_result.gif)




*you can download the generator weight of it from [here](https://drive.google.com/file/d/1Sc9JmVSiQrVfzgun6mv91qZj-s0QGjVn/view?usp=sharing) if you want to.*