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Image-Generation-Using-GANs

For this project I am using "Anime Face Dataset" which is publicly available on Kaggle.

This image shows random noise generated by Generator function before starting the training of model.

image

When you start training the model, it will learn from dataset and at the time of every epochs it produces more accurate images.

Here is the example of that how model is learning at every epochs:

image at epoch 5 :

image

image at epoch 13 :

image