YoVDO

Image Datasets - StyleGAN - StyleGAN2 - StyleGAN2-ada Focus

Offered By: Nerdy Rodent via YouTube

Tags

Generative Art Courses Artificial Intelligence Courses StyleGAN2 Courses

Course Description

Overview

Explore techniques for creating image datasets with a focus on StyleGAN, StyleGAN2, and StyleGAN2-ada in this 21-minute video tutorial. Learn about ethical image collection practices, sources, and tools for generating images. Discover various resources for finding public domain and Creative Commons licensed images, including museum collections and specialized search engines. Gain insights into ethical web scraping methods and tools like Beautiful Soup. Explore image generation techniques using software like JWildfire and Mandelbulber2. Understand how to use tools such as Autocrop, Katna, and ImageMagick for image processing. Delve into image augmentation techniques and tools like imgaug and Augmentor to enhance your dataset. Cover topics including copyright considerations, manual cropping, and the presenter's personal dataset creation process.

Syllabus

Intro
Copyright
Scraping
Autocrop
Other data sets
Image Magic
Manual Cropping
Image Augmentation
Image Augmentation Tools
My Dataset


Taught by

Nerdy Rodent

Related Courses

StyleGAN Paper Explained
Aladdin Persson via YouTube
StyleGAN Explained
Code With Aarohi via YouTube
Train StyleGAN with Your Own Images
Jeff Heaton via YouTube
Training StyleGAN2 ADA PyTorch Images with Low GPU Memory - NVIDIA GEFORCE RTX 3060 Ti
Jeff Heaton via YouTube
Training a GAN from Your Own Images - StyleGAN2 ADA
Jeff Heaton via YouTube