Idiot Developer

July 2020

DCGAN – Implementing Deep Convolutional Generative Adversarial Network in TensorFlow 4

Computer Vision / Deep Learning / Python / TensorFlow

DCGAN – Implementing Deep Convolutional Generative Adversarial Network in TensorFlow

In this tutorial, we are going to implement a Deep Convolutional Generative Adversarial Network (DCGAN) on Anime faces dataset. The code is written in TensorFlow 2.2 and Python3.8 .  According to Yann LeCun, the director of Facebook AI, GAN is the “most interesting idea in the last 10 years of...

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Deep Learning

GAN – What is Generative Adversarial Network?

Generative Adversarial Network or GAN is a machine learning approach used for generative modelling designed by Ian Goodfellow and his colleagues in 2014. It is made of two neural networks: generator network and a discriminator network. The generator network learns to generate new examples, while the discriminator network tries to...