AI Lab is a collection of AI demonstration projects from Microsoft that lets developers experience, learn, and code various AI innovations. The projects span multiple domains including custom vision, object detection, OCR, bot building with LUIS, image generation with attnGAN, style transfer, and machine reading comprehension. Each project provides source code, videos, and an experimentation playground.