My name is Gus. I have 10 years of experience as a Generalist and Technical Artist in 3d animation and have spent the last 3 years researching Deep Learning in this context. With significant experience in this field, I know I can share straightforward content and code that would otherwise be hard to access through research papers. And this is what 3DeepLearner is about: sharing the know-how needed to accelerate the adoption of Deep Learning in our field. If you want to know more about this site check out our history and mission!
Deep Learning for Technical Artists in Animation, VFX, and Games
New to Deep Learning? Read these first!
In my previous article, you learned how to run Neural Networks inside Maya. Now you’ll learn how to do so interactively implementing your network in...Read More "Running a NeuralNet live in Maya in a Python DG Node"
In this article, you will learn how to train a Neural Network. Then you will learn how to use that network inside Maya to classify...Read More "How to use a Neural Network inside Maya"
In short Neural Networks can learn patterns from data. That lets you program tasks that are easy for a person/expert to do but are hard...Read More "What in the world is a Neural Network? And what can it do for me?"
In this article, you’ll learn how to train a convolutional neural network to generate normal maps from color images. Convolutional neural networks are great at...Read More "Implement a Substance like Normal Map Generator with a Convolutional Network"
Networks built out of one or many convolutional layers are the standard in image classification and are also used for other types of structured data....Read More "Convolutional Neural Networks in under 800 words"
In this article, you’ll learn how to train an autoencoding Neural Network to compress and denoise motion capture data and display it inside Maya Autoencoders...Read More "Compress and Denoise MoCap with Autoencoders"
In this latest SIGGRAPH, Deep Learning was a hot topic. Many papers relied on it, some sessions were all about it. Dmytro Korolov, an experienced...Read More "Interview: Dmytro Korolov on the results of SIGGRAPH’s AI tools for VFX panel"
SIGGRAPH Series – Part 03 – ‘’DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills”
This is the third installment of the 3DeepLearner 2018 SIGGRAPH Series where I cover the most interesting deep learning papers (according to our audience) in...Read More "SIGGRAPH Series – Part 03 – ‘’DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills”"
DeepMimic relies on reinforcement learning to teach skills to ragdolls. It’s time for you to experiment with a simplified version of it in Maya. In...Read More "Teaching a Bop Bag to Stand Up with Simplified DeepMimic"
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