https://github.com/notshrirang/gan-for-handwritten-digits

Generative Adversarial Networks for generating handwritten digits. Model trained on handwritten digit dataset using TensorFlow for 10000 epochs.
https://github.com/notshrirang/gan-for-handwritten-digits

gan generative-adversarial-network tensorflow

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Generative Adversarial Networks for generating handwritten digits. Model trained on handwritten digit dataset using TensorFlow for 10000 epochs.

• Host: GitHub
• URL: https://github.com/notshrirang/gan-for-handwritten-digits
• Owner: NotShrirang
• License: apache-2.0
• Created: 2023-07-07T00:30:31.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-10T13:32:39.000Z (10 months ago)
• Last Synced: 2024-04-10T15:30:13.723Z (10 months ago)
• Topics: gan, generative-adversarial-network, tensorflow
• Language: Jupyter Notebook
• Homepage: https://gan-for-handwritten-digits.streamlit.app/
• Size: 58.8 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# GAN for Handwritten Digits

Generative Adversarial Networks for generating handwritten digits.


Trained on MNIST using TensorFlow.

## Kaggle - Link

## Model - Link

- learning_rate = 0.0002

- 6000 epochs

## Output Images:

All training stages can be seen [here](https://github.com/NotShrirang/GAN-for-Handwritten-Digits/tree/main/images).