Moizcode / Mnist_gan_model

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GAN Number Generator

This repository contains a GAN model that generates numbers between 0 to 9 using the MNIST dataset.

Project Overview

The GAN model consists of two neural networks: a generator and a discriminator, which compete against each other to improve their performance. The generator creates images of handwritten digits, and the discriminator evaluates their authenticity.

Technical Details

  • Dataset: MNIST
  • Framework: TensorFlow/Keras
  • Epochs: 25000

Results

The model successfully learned to generate realistic digits after training for 25000 epochs.

Video

Watch the progression of learning over epochs in the video.

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