https://github.com/thee-unruly/fashion-gan

Build a GAN for the fashion industry
https://github.com/thee-unruly/fashion-gan

discriminant-analysis fashion fashion-mnist-dataset gans-models generators tensorflow

Last synced: 4 days ago
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Build a GAN for the fashion industry

• Host: GitHub
• URL: https://github.com/thee-unruly/fashion-gan
• Owner: Thee-Unruly
• Created: 2024-07-23T07:24:20.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-09-18T07:55:48.000Z (about 2 months ago)
• Last Synced: 2024-10-28T14:22:23.199Z (17 days ago)
• Topics: discriminant-analysis, fashion, fashion-mnist-dataset, gans-models, generators, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 6.99 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
**Building a GAN for the Fashion Industry Using the Fashion-MNIST Dataset**

1. *Introduction*

Generative Adversarial Networks (GANs) are powerful deep learning models used for generating new data samples that resemble a given dataset. I built a GAN to generate fashion images using the Fashion-MNIST dataset. This dataset contains grayscale images of fashion items such as shoes, shirts, and dresses.

2. *Prerequisites*

   

Before we start, ensure you have the following Python libraries installed:

a. TensorFlow

b. Keras

c. NumPy

d. Matplotlib