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Face-Generator-DCGAN

generate new celeb faces using deep DCGAN.

Face Generation

Introduction

In this project, we'll use generative adversarial networks to generate new images of faces. The model is trained using celebrity images for 50 epochs to generate some realistic face images by its own. We can see from the images below that as we train the model for more epochs, it generates realistic images with more authentic features.

Images generated after epoch: 10

epoch10

Images generated after epoch: 20

epoch10

Images generated after epoch: 30

epoch10

Images generated after epoch: 40

epoch10

Images generated after epoch: 50

epoch10