DCGAN implementation from scratch

November 2, 2020
by
Aladdin Persson
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DCGAN implementation from scratch

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About the Video

In this video we build a generative adversarial network based on convolutional neural networks and train it on the CelebA dataset. This is a huge improvement from the previous simple fully connected GAN implemented in previous videos.

DCGAN paper:

https://arxiv.org/abs/1511.06434

CelebA dataset used in video:

https://www.kaggle.com/dataset/504743cb487a5aed565ce14238c6343b7d650ffd28c071f03f2fd9b25819e6c9

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