gitlost-murali/number-2-image-using-gan

Takes a number and generates the images of those numbers. Trained on MNIST using GAN.

Number-2-Image-using-GAN

Takes a number and generates the images of those numbers. Trained on MNIST using DCGAN(Deep Convolutional GAN) .

Notebook has been created with markdowns and comments to make it self-explainable. Still, I'll try uploading a detailed explanation of the code.

If the given number is 85481, we convert that to [8,5,4,8,1] and create a batch of numbers and pass it through generator. Images generated for each number are stitched through matplotlib. Output for 85481 is

Generator outputs during Training

Refer to this article for a better understanding of GANs.

References

[1] O'Shea, O'Shea Research MNIST GAN

[2] Deconvolution(Unsampling and Conv) in Generator