https://github.com/loki-silvres/data-augmentation-using-dcgans

An approach to increase the size of a small dataset by augmenting the images using a DCGAN,
https://github.com/loki-silvres/data-augmentation-using-dcgans

augmentation dcgan gan gans image-generation python pytorch

Last synced: 3 months ago
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An approach to increase the size of a small dataset by augmenting the images using a DCGAN,

• Host: GitHub
• URL: https://github.com/loki-silvres/data-augmentation-using-dcgans
• Owner: Loki-Silvres
• Created: 2024-04-19T06:39:17.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-18T06:40:05.000Z (over 1 year ago)
• Last Synced: 2025-02-21T11:19:20.522Z (8 months ago)
• Topics: augmentation, dcgan, gan, gans, image-generation, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 56.8 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Data-Augmentation-using-DCGANs

An approach to increase the size of a small dataset by augmenting the images using a DCGAN.

## Sample Image from Dataset:

![alt text](https://github.com/Loki-Silvres/Data-Augmentation-using-DCGANs/blob/main/sample_dataset_image.png?raw=true)

## Sample Generated Image:

![alt text](https://github.com/Loki-Silvres/Data-Augmentation-using-DCGANs/blob/main/sample_generated_image.png?raw=true)