ai.llucination

List of useful resources for the ai.llucination custom BigGAN software development

Google Doc

Machine Learning

• Machine Learning Glossary
• ML Cheat Sheet
• Understanding Latent Space in Machine Learning
• Tuning Machine Learning Hyperparameters

Neural Network

• Convolutional Neural Network

• Neural Network In 5 Minutes

GAN

• Generative Adversarial Networks (GANs) - Computerphile

• What are Generative Adversarial Networks (GANs) and how do they work?

• Introduction to Generative Adversarial Networks (GANs): Types, and Applications, and Implementation

• Glow: Better Reversible Generative Models

BigGAN

• BigGAN and Other Generative Models
• BigGAN: A New State of the Art in Image Synthesis
• BigGAN-PyTorch
• BigGAN + BiGAN = BigBiGAN | DeepMind Model Excels in Unsupervised Representation Learning and Image Generation
• BigBiGAN Github

StyleGAN

• StyleGAN: Use machine learning to generate and customize realistic images

• StyleGAN v2: notes on training and latent space exploration

• StyleGAN2 — Official TensorFlow Implementation https://thispersondoesnotexist.com/

• Training StyleGAN machine learning models in Runway

RunwayML

• RunwayML Youtube

• Intro to Model Training in RunwayML

• ofxRunway

• Processing BigGAN Example

• How Much Does RunwayML Cost?

Google Colab

• BigGAN TF Hub Demo
• BigGAN Demo
• StyleGAN2 Google Colab Example