What are GAN's actually- from underlying math to python code

Build Basic Generative Adversarial Networks (GANs)
4.31 (31 reviews)
Udemy
platform
English
language
Engineering
category
Rohan Aggarwal
instructor
What are GAN's actually- from underlying math to python code
5 846
students
3.5 hours
content
Oct 2020
last update
$19.99
regular price

What you will learn

GAN's Topic Overview and Prerequisites

Theoretical Concept behind GAN's

KL & JS Divergence

Underlying math behind GAN's : Min - Max Game

DCGAN & Hands on Python

Conditional GAN & Hands on Python

ACGAN & Hands on Python

Challenges in training the GAN's

Evaluation metrics & Tips for making GAN'S in real life

Practical Application - Synthetic class specific image generation using GANs

Some other cool applications of GAN's

Semi-supervised learning with Generative Adversarial Networks

Hands on Semi-supervised learning with Generative Adversarial Network

Summary & additional resources

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3513122
udemy ID
20/09/2020
course created date
01/11/2020
course indexed date
Lee Jia Cheng
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