Vision on the Fly - Computer Vision On The Web

Aaron Riedel

When playing Counterstrike I challenged myself to create a bot that used only vision to play the game. Working on building computer vision showed me the interesting problems with building real-time solutions.

Computer vision is the field of artificial intelligence that allows machines to interpret images and video. From self driving cars and medical imaging to security cameras and augmented reality filters, vision systems are becoming a core layer of modern technology.

But building a bot wasn’t the hard part… building a system that could process video streams reliably, with low latency, and deploy models quickly was. That challenge evolved into something bigger: creating a platform that makes packaging, deploying, and scaling real-time vision models simple and accessible.