😎 🧊 Awesome Graphics Programming

Animation by Étienne Jacob

👨‍🎓 Collection of the most awesome learning resources on graphics programming in the form of videos, tutorials and books.

Table of Contents

• 🐉 Computer Graphics

  • 🏃‍♂️ Animation
  • ✖️ DirectX
  • 🕹️ Game Engine Programming
  • 📜 General Theory
  • 🐇 Geometry Processing
  • 🔮 Graphics Programming
  • 🌀 OpenGL
  • 🎰 Random Topics
  • 🔆 Ray Tracing
  • 🖼️ Rendering
  • 🌈 Shaders
  • 🌋 Vulkan
  • 🌊 WebGL
  • 🔥 WebGPU

• 😎 Digital Realities

  • 👓 Augmented Reality
  • 🕶️ Extended Reality
  • 🥽 Virtual Reality

• 🤖 Machine Learning

  • 👁️ Computer Vision
  • 🧠 Geometric Deep Learning

🐉 Computer Graphics

• 🏃‍♂️ Animation

  • 📺 Animation Programming Basics

  • 📺 Pixar Animation Studio Pipeline

  • 📺 Pixar Graphics Tutorials and Courses

  • 👨‍💻 Physics-based Animation Course by David Levin

• ✖️ DirectX

  • 👨‍💻 DirectX Graphics Samples

  • 👨‍💻 DirectX Raytracing (DXR) Spec

  • 👨‍💻 Intro to DirectX Raytracing (DXR)

  • 👨‍💻 DirectX Raytracing (DXR) Tutorials

  • 👨‍💻 Introduction to DirectX Raytracing (DXR) Course

  • 👨‍💻 DirectX 12 Raytracing Tutorial Blog post Series by Martin-Karl Lefrançois and Pascal Gautron

• 🕹️ Game Engine Programming

  • 💭 Game Physics Tutorial Blog Posts by Allen Chou

  • 💭 Game Physics Tutorial Blog Posts by Nilson Souto

  • 📺 Game Engine Programming Series by The Cherno

  • 📽️ 2D Game Engines Course Slides by James Tompkin

  • 📺 Game Engine Programming Series by Arash Khatami

  • 👨‍🏫 Introduction to Computer Game Architecture by Walker White

  • 👨‍💻 3D Game Engine Programming Tutorials by Jeremiah van Oosten

  • 👨‍🏫 Advanced Topics in Computer Game Architecture by Walker White

  • 👨‍💻 Handmade Hero Game Engine Programming Series by Casey Muratori

  • 📖 Foundations of Game Engine Development Book Series by Eric Lengyel

• 📜 General Theory

  • 👨‍💻 Graphics Codex

  • 📽️ Stanford Graphics Courses

  • 👨‍🏫 Princeton Graphics Courses

  • 📺 Computer Graphics Lectures by Ken Joy

  • 📽️ Computer Graphics Course by Keenan Crane

  • 👨‍💻 Computer Graphics Course by Alec Jacobson

  • 📺 Computer Graphics Lectures by Keenan Crane

  • 📽️ Computer Graphics Lecture Slides by Karan Singh

  • 📽️ Computer Graphics Course Slides by Daniel Ritchie

  • 📽️ Computer Graphics Lecture Slides by Nancy Pollard

  • 📽️ Computer Graphics Course Slides by Frank Pfenning

  • 📽️ Computer Graphics Courses Slides by Emmanuel Agu

  • 📽️ Computer Graphics Courses Slides by Daniel Cohen-Or

  • 📽️ Computer Graphics Courses Slides by Mridul Aanjaneya

  • 🌐 Learn Computer Graphics From Scratch by Scratchapixel

  • 👨‍💻 Graduate Computer Graphics Course by Daniele Panozzo

  • 📺 Introduction to Computer Graphics Lectures by Cem Yuksel

  • 📽️ Realistic Image Synthesis Course Slides by Steve Marschner

  • 📽️ Interactive Computer Graphics Course Slides by Ron Fedkiw

  • 📺 Computer Graphics Course by Ren Ng and Angjoo Kanazawa

  • 📺 Introduction to Computer Graphics Lectures by Justin Solomon

  • 📽️ Interactive Computer Graphics Course Slides by Steve Marschner

  • 📽️ Introduction to Computer Graphics Course Slides by Brian Curless

  • 📽️ Advanced Computer Graphics Lecture Slides by Thomas Funkhouser

  • 📽️ Computer Graphics Lecture Slides by Wojciech Matusik and Frédo Durand

  • 📽️ Introduction to Computer Graphics and Imaging Lecture Slides by Ron Fedkiw

  • 📽️ Simulation of 3D Deformable Solids SIGGRAPH Course Slides by Eftychios Sifakis and Jernej Barbič

• 🐇 Geometry Processing

  • 📺 Videos by Zhongshi Jiang

  • 📺 Videos by Justin Solomon

  • 📽️ Slides by various lecturers

  • 📽️ Slides by Thomas Funkhouser

  • 👨‍🏫 Course Slides by Alec Jacobson

  • 📽️ Slides by Mario Botsch and others

  • 📽️ Slides by Maks Ovsjanikov and others

  • 📽️ Machine Learning Meets Geometry Course Slides by Hao Su and Meng Song

• 🔮 Graphics Programming

  • 👨‍💻 Graphics Gems by Eric Haines

  • 🗃️ Graphics Programming Resources

  • 👨‍💻 Graphics Programming Virtual Meetup Sessions

  • 💭 Graphics Programming Blog posts by Inigo Quilez

  • 📖 Graphics Programming Black Book by Michael Abrash

  • 🗃️ Graphics Programming Article Database by Jendrik Illner

  • 🗃️ Weekly Graphics Programming Article Summary by Jendrik Illner

• 🌀 OpenGL

  • 👨‍💻 OpenGL Tutorials

  • 👨‍💻 Awesome OpenGL

  • 👨‍💻 OpenGL Programming

  • 👨‍💻 OpenGL Tutorials by Anton Gerdelan

  • 👨‍💻 OpenGL Rendering by Dmitry Sokolov

  • 💭 Modern OpenGL Tutorials by Etay Meiri

  • 📖 Learn OpenGL — Graphics Programming by Joey de Vries

• 🎰 Random Topics

  • 👨‍💻 NV Scene Seminars

  • 📽️ SIGGRAPH University Courses

  • 👨‍💻 Interactive Computer Graphics Research

  • 🗃️ SIGGRAPH Course Database by Stephen Hill

  • 💭 Miscellaneous Graphics Blog posts by Alain Galvan

  • 📽️ Graphics Studies Compilation by Adrian Courrèges

  • 📖 GPU Gems by NVIDIA Developers Team and others

• 🔆 Ray Tracing

  • 📽️ NVIDIA GDC 2019 Slides

  • 📺 Ray Tracing Essentials by Eric Haines

  • 📺 Ray Tracing in Games with NVIDIA RTX

  • 👨‍💻 NVIDIA OptiX Ray Tracing SDK Samples

  • 👨‍💻 Raymarching Workshop by Electric Square

  • 📖 Ray Tracing Gems by Eric Haines and others

  • 👨‍💻 NVIDIA OptiX Ray Tracing SDK Advanced Samples

  • 👨‍💻 NVIDIA OptiX 7 Ray Tracing SDK SIGGRAPH Course

  • 📖 Ray Tracing in One Weekend Book Series by Peter Shirley

  • 📺 Ray Tracing for Global Illumination Lectures by Nelson Max

• 🖼️ Rendering

  • 📖 3D Graphics Rendering Cookbook

  • 📺 Rendering Engine Architecture Conference

  • 🗃️ Collection of books on Real-time Rendering

  • 👨‍💻 Rendering Course Slides by Wojciech Jarosz

  • 📺 Eurographics Symposium on Rendering 2021

  • 📺 Rendering Course Slides by Károly Zsolnai-Fehér

  • 📖 Physically Based Rendering by Matt Pharr and others

  • 📺 Advances in Real-Time Rendering SIGGRAPH Playlists

  • 📽️ Advances in Real-Time Rendering SIGGRAPH Courses

  • 📽️ Rendering Algorithms Course Slides by Wojciech Jarosz

  • 📺 Physics-based differentiable rendering CVPR 2021 Tutorial

  • 📽️ Crash Course in BRDF Implementation by Jakub Boksansky

  • 📽️ Physics-based Rendering Course Slides by Ioannis Gkioulekas

  • 📺 Rendering Course Slides by Adam Celarek and Bernhard Kerbl

  • 📽️ Physically Based Shading in Theory and Practice SIGGRAPH Course

  • 📽️ Filtering Approaches for Real-Time Anti-Aliasing SIGGRAPH Course

  • 💭 Probability Theory for Physically Based Rendering Blog post by Jacco Bikker

  • 📖 Physically Based Rendering in Filament by Romain Guy and Mathias Agopian

  • 📽️ Physically Based Rendering and Material Appearance Modelling by Jeppe Frisvad

  • 📺 Advances in Monte Carlo Rendering: The Legacy of Jaroslav Křivánek SIGGRAPH 2020 Course

  • 📽️ Monte Carlo Methods for Physically-based Volume Rendering Course Slides by Wojciech Jarosz

• 🌈 Shaders

  • 👨‍💻 Shader School

  • 👨‍💻 GLSL Programming

  • 👨‍💻 Shader Tutorials by Ronja

  • 💭 Compute Shader Glossary

  • 👨‍💻 Graphics Workshop by Eric Zhang

  • 📺 Shader Tutorials by Ned Makes Games

  • 👨‍💻 Unity Shader Tutorials by Catlike Coding

  • 👨‍💻 Fragment Shaders Workshop by Hugh Kennedy

  • 👨‍💻 3D Game Shaders For Beginners by David Lettier

  • 📺 Graphics Algorithms and Shader Topics by Martin Donald

  • 📽️ How Does a GPU Shader Core Work? by Aras Pranckevičius

  • 📖 The Book of Shaders by Patricio Gonzalez Vivo and Jen Lowe

  • 💭 How to Read Shader Assembly Blog post by Kostas Anagnostou

  • 📺 Compute Shaders: Optimize Your Engine Using Compute by Lou Kramer

  • 💭 Beginner's Guide to Coding Graphics Shaders Blog post Series by Omar Shehata

• 🌋 Vulkan

  • 👨‍💻 Vulkan Guide

  • 🗃️ Awesome Vulkan

  • 👨‍💻 Vulkan Diagrams

  • 👨‍💻 Vulkan API Examples

  • 👨‍💻 Vulkan Path Tracing Tutorial

  • 👨‍💻 Vulkan Tutorials by Dustin Land

  • 👨‍💻 Simple Vulkan Raytracing Tutorials

  • 👨‍💻 Vulkan Cookbook by Pawel Lapinski

  • 👨‍💻 NVIDIA Vulkan Ray Tracing Tutorials

  • 👨‍💻 Vulkan Samples by The Khronos Group

  • 👨‍💻 Vulkan Tutorial by Alexander Overvoorde

  • 👨‍💻 Vulkan Mini Samples by Martin-Karl Lefrançois

  • 👨‍💻 Vulkan in 30 Minutes Tutorial by Baldur Karlsson

  • 📺 The Khronos Group GDC and SIGGRAPH Playlists

  • 📺 Vulkan Essentials Lectures by Johannes Unterguggenberger

  • 💭 Writing an Efficient Vulkan Renderer Blog post by Arseny Kapoulkine

• 🌊 WebGL

  • 👨‍💻 WebGL Workshop by Luigi De Rosa

  • 👨‍💻 WebGL and Three.js Tutorials by GFX Fundamentals

• 🔥 WebGPU

  • 👨‍💻 WebGPU Training

  • 👨‍💻 WebGPU Samples

  • 👨‍💻 WebGPU API Docs

  • 👨‍💻 WebGPU Best Practices

  • 👨‍💻 Learn Wgpu: Rust's implementation of the WebGPU API

😎 Digital Realities

• 👓 Augmented Reality

  • 📺 ARKit Tutorials by Brian Advent

  • 👨‍💻 AR.js Examples by Lee Stemkoski

  • 👨‍💻 ARCore Course by Augmented Startups

  • 👨‍💻 Vuforia AR Course by Augmented Startups

  • 📺 Advanced Augmented Reality by Code Reality

  • 👨‍🏫 Getting started with Augmented Reality Course

  • 📺 Augmented Reality Tutorials by Matthew Hallberg

  • 📺 Unity AR Foundation Tutorials by Dilmer Valecillos

  • 📺 Foundations of Augmented Reality by Code Reality

  • 💭 ARKit by Example Blog post Series by Mark Dawson

  • 📺 Augmented Reality Education Global Webinar by Code Reality

  • 👨‍🏫 Introduction to Augmented Reality and ARCore Coursera Course

• 🕶️ Extended Reality

  • 👨‍💻 WebXR Samples

  • 📺 Reality Lab Lectures

  • 📽️ XR Course Lectures Slides by Mark Billinghurst

  • 👨‍💻 WebXR Hand Tracking Examples Marlon Lückert

  • 📺 Unity XR Interaction Toolkit Tutorials by Dilmer Valecillos

  • 👨‍🏫 Unity XR: How to Build AR and VR Apps Coursera Specialization

  • 👨‍🏫 Visualization and Graphics in Mixed Reality Eurographics 2021 Tutorial

  • 👨‍🏫 Extended Reality for Everybody Coursera Specialization by Michael Nebeling

• 🥽 Virtual Reality

  • 🌐 VR Best Practice Tutorial

  • 📺 Valem Unity VR Tutorials

  • 📺 VR with Andrew Unity VR Tutorials

  • 👨‍🏫 Virtual Reality Coursera Specialization

  • 👨‍🏫 Virtual Reality Course by Steven LaValle

  • 👨‍🏫 Creating Virtual Reality Apps edX Course

  • 🌐 The UX of VR Curated List by Max Glenister

  • 📺 VR Development for Google Cardboard by Dinesh Punni

  • 👨‍🏫 Oculus & Unity: Design, Develop, and Deploy for VR Course

  • 📺 How to Make a VR Game in Unity: Beginner's Guide by Justin Barnett

  • 💭 Advanced VR Mechanics With Unity Blog post by Eric Van de Kerckhove

🤖 Machine Learning

• 👁️ Computer Vision

  • 👨‍🏫 Computer Vision TUM Courses

  • 👨‍🏫 Computer Vision Princeton Courses

  • 📺 British Machine Vision Association Talks

  • 📽️ 3D Computer Vision Course Slides by Guido Gerig

  • 📺 First Principles of Computer Vision Videos by Shree Nayar

  • 📽️ Visual Computing Systems Stanford Course Slides by Kayvon Fatahalian

  • 📽️ Computer Vision: From 3D Reconstruction to Recognition Course Slides by Kenji Hata and Silvio Savarese

• 🧠 Geometric Deep Learning

  • 📺 3DGV Seminar

  • 📺 Machine Learning with Graphs Lectures by Jure Leskovec

  • 👨‍🏫 Geometric Deep Learing AMMI 2021 Course Slides by Michael Bronstein and others