Unity Tutorial: Setting up Unity Perception for Creating Synthetic Images (for Deep Learning & AI)

This tutorial explains how to set up Unity3d and the Unity Perception package to create synthetic images to train neural nets in deep learning, AI, and computer vision. This video starts with the basics. In the next video the randomization framework will be explained. Here is the link to the Unity package that contains the dice models and the code: https://github.com/ChristianWiele/DiceExperiment Artificial Intelligence is a world on its own and resides somewhere out on the ocean, and it is called Apagayo Island. With the increasing importance of AI technology for our own world, more people should understand what they are working on on this island. But unfortunately, for many people this world is not accessible as they lack the required math and coding skills. This leads to a lot of myths and weird stories about AI technology. This channel is an adventure to the secrets of Apagayo Island. It tries to educate in an entertaining way by storytelling in a game-like world, inspired by the classical computer game series Monkey Island. The foundation of AI is explained without the need of studying math and coding. So, join us in discovering the secrets of Apagayo Island. This channel is also an experiment. Besides explaining what ai is, I will provide a devlog on my gamedev approach, and the background of how I develop Apagayo Island in Unity3d. Hope you have a great learning experience! ....................................................................... USED ASSETS (Affiliate links) POLYGON - Pirates Pack https://assetstore.unity.com/packages/3d/environments/historic/polygon-pirates-pack-92579?aid=1101larZd POLYGON - Adventure Pack https://assetstore.unity.com/packages/3d/environments/fantasy/polygon-adventure-pack-80585?aid=1101larZd POLYGON - Fantasy Rivals https://assetstore.unity.com/packages/3d/characters/humanoids/polygon-fantasy-rivals-118399?aid=1101larZd POLYGON - Heist Pack https://assetstore.unity.com/packages/3d/environments/urban/polygon-heist-pack-97949?aid=1101larZd POLYGON - Town Pack https://assetstore.unity.com/packages/3d/environments/urban/polygon-town-pack-121115?aid=1101larZd POLYGON - City Pack https://assetstore.unity.com/packages/3d/environments/urban/polygon-city-pack-95214?aid=1101larZd POLYGON - SciFi City Pack https://assetstore.unity.com/packages/3d/environments/sci-fi/polygon-sci-fi-city-pack-115950?aid=1101larZd POLYGON - SciFi Space Pack https://assetstore.unity.com/packages/3d/environments/sci-fi/polygon-sci-fi-space-pack-138857?aid=1101larZd POLYGON - Office Pack https://assetstore.unity.com/packages/3d/props/interior/polygon-office-pack-159492?aid=1101larZd POLYGON - Farm Pack https://assetstore.unity.com/packages/3d/environments/industrial/polygon-farm-pack-146192?aid=1101larZd POLYGON - Vikings Pack https://assetstore.unity.com/packages/3d/environments/fantasy/polygon-vikings-pack-85664?aid=1101larZd POLYGON - Particle FX https://assetstore.unity.com/packages/vfx/particles/polygon-particle-fx-168372?aid=1101larZd Crest Ocean System URP https://assetstore.unity.com/packages/tools/particles-effects/crest-ocean-system-urp-141674?aid=1101larZd AllSky 200+ Sky Box Set https://assetstore.unity.com/packages/2d/textures-materials/sky/allsky-200-sky-skybox-set-10109?aid=1101larZd Ultimate Game Music Collection https://assetstore.unity.com/packages/audio/music/orchestral/ultimate-game-music-collection-37351?aid=1101larZd RPG Character Mecanim Animation Pack https://assetstore.unity.com/packages/3d/animations/rpg-character-mecanim-animation-pack-63772?aid=1101larZd Third Person Motion Controller https://assetstore.unity.com/packages/templates/systems/third-person-motion-controller-15672?aid=1101larZd Bird Flock Bundle https://assetstore.unity.com/packages/3d/characters/animals/bird-flock-bundle-25576?aid=1101larZd Bird Flock Bundle 2 https://assetstore.unity.com/packages/3d/characters/animals/bird-flock-bundle-2-71740?aid=1101larZd Low Poly Animated Animals https://assetstore.unity.com/packages/3d/characters/animals/low-poly-animated-animals-93089?aid=1101larZd ....................................................................... ABOUT I am Christian, I have a Ph.D. in theoretical physics, and almost 20 years of experience in the IT industry, mostly as chief architect in a large software company. In 2018 I founded Atlantic Tech & Candy to bridge the gap between the AI and the business world. IF YOU ARE INTERESTED in learning more about AI, check out my artificial intelligence course: https://atnc.ai/online-workshops This course is especially intended for non-experts. CONTACT Email: [email protected] SOCIAL MEDIA Twitter @christian_wiele (https://twitter.com/christian_wiele) PRODUCED BY Atlantic Tech & Candy (https://atnc.ai)