Implementing Image Inpainting with TensorFlow and Deep Learning

Implementing Image Inpainting with TensorFlow and Deep Learning

Big Data Digest article, see the end of the article for reposting requirements Author | Brandon Amos Translation | Molly, Han Xiaoyang Table of Contents ■ Introduction ■ Step 1: Understanding Images as Samples from a Probability Distribution How do you fill in missing information? But how do you start with statistics? These are all … Read more

What Is GAN and How to Use DCGAN to Generate Anime Avatars

What Is GAN and How to Use DCGAN to Generate Anime Avatars

Hello everyone, today we will discuss Generative Adversarial Networks, and how to create anime avatars. In this lesson, we will design and implement a Convolutional Generative Adversarial Network (DCGAN): Then we will use this network to generate various anime avatars. 1. What Are Generative Adversarial Networks Generative Adversarial Networks, abbreviated as GAN. GAN is an … Read more

Top 10 Must-Read Papers on Generative Adversarial Networks (GANs)

Top 10 Must-Read Papers on Generative Adversarial Networks (GANs)

New Intelligence Report Source: towardsdatascience Author: Connor Shorten Editor: Xiao Qin [New Intelligence Guide]Generative Adversarial Networks (GANs) are one of the most fascinating and popular applications in deep learning. This article lists 10 papers on GANs that will provide you with a great introduction to GANs and help you understand the foundations of state-of-the-art techniques. … Read more