https://github.com/frixoe/handwritten-digit-gan

A GAN which generates hand written digits.
https://github.com/frixoe/handwritten-digit-gan

deep-learning gan neural-network tensorflow

Last synced: about 1 month ago
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A GAN which generates hand written digits.

• Host: GitHub
• URL: https://github.com/frixoe/handwritten-digit-gan
• Owner: Frixoe
• License: mit
• Created: 2018-09-30T11:41:03.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2020-09-07T06:22:28.000Z (almost 6 years ago)
• Last Synced: 2025-03-12T05:43:21.694Z (over 1 year ago)
• Topics: deep-learning, gan, neural-network, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 13.7 KB
• Stars: 2
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# My First GAN

This is my first implementation of a Generative Adversarial Network to generate images of hand-written digits(0 - 9.)

## Generated Images

These are 10 random images which were generated by the GAN after being trained for a little less than a day.

![Image 1](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_1.png?raw=true)

![Image 2](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_2.png?raw=true)

![Image 3](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_3.png?raw=true)

![Image 4](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_4.png?raw=true)

![Image 5](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_5.png?raw=true)

![Image 6](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_6.png?raw=true)

![Image 7](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_7.png?raw=true)

![Image 8](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_8.png?raw=true)

![Image 9](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_9.png?raw=true)

![Image 10](https://github.com/Frixoe/my-first-gan/blob/master/generated/imgs/img_10.png?raw=true)

This was a very exciting project to work on and I learnt a lot.