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

Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow
https://github.com/matin-ghorbani/celeb-a-gan-tensorflow

celeba dcgan deep-learning gan generative-ai tensorflow

Last synced: 5 days ago
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Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow

• Host: GitHub
• URL: https://github.com/matin-ghorbani/celeb-a-gan-tensorflow
• Owner: matin-ghorbani
• License: mit
• Created: 2024-05-16T16:23:11.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-05-17T12:38:54.000Z (9 months ago)
• Last Synced: 2024-11-29T17:25:50.893Z (2 months ago)
• Topics: celeba, dcgan, deep-learning, gan, generative-ai, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 2.84 MB
• Stars: 5
• 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***

## 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_2.gif)




*you can download the weight of it from [here](https://drive.google.com/drive/folders/1rl--QHHsTFBpOcR8Y1Qr-FCt8H7Iw6D8?usp=sharing) if you want to.*