https://github.com/yasinshafiei/fashionmnist_dcgan

DCGAN Fashion MNIST generator
https://github.com/yasinshafiei/fashionmnist_dcgan

convolutional-neural-networks dcgan dcgan-pytorch deep-learning fashion-mnist gan gan-pytorch neural-network python pytorch

Last synced: 3 months ago
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DCGAN Fashion MNIST generator

• Host: GitHub
• URL: https://github.com/yasinshafiei/fashionmnist_dcgan
• Owner: YasinShafiei
• Created: 2022-08-27T20:58:34.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-08-30T10:42:55.000Z (over 2 years ago)
• Last Synced: 2025-01-10T00:46:32.594Z (4 months ago)
• Topics: convolutional-neural-networks, dcgan, dcgan-pytorch, deep-learning, fashion-mnist, gan, gan-pytorch, neural-network, python, pytorch
• Language: Python
• Homepage:
• Size: 4.88 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FashionMnist_DCGAN

This deep learning project will generate new cloth images using the Fashion MNIST dataset with PyTorch 


### Article:

This is the link to my article about this project: 


https://medium.com/@YasinShafiei/deep-convolution-gan-on-fashion-mnist-using-pytorch-e99619940997

### Results:

This is the final result generated by the model: 


![36](https://user-images.githubusercontent.com/91404054/187416017-cb1fa5bc-e480-4443-ad6f-c77bd0c2ad53.png) 
 

And a gif of model's generation from first to last epoch: