Nate D’Amico, CTO and Head of Product at MetaConsumer, presents the “Adventures in Moving a Computer Vision Solution from Cloud to Edge” tutorial at the May 2024 Embedded Vision Summit.
Optix is a computer vision-based AI system that measures advertising and media exposures on mobile devices for real-time marketing optimization. Optix was initially developed as a cloud-based solution, but costs and limitations associated with relying entirely on the cloud drove MetaConsumer to implement an edge solution.
In this talk, D’Amico introduces his company’s application, the role that computer vision plays in it and the challenges of deploying it at scale. He shares the lessons learned from operating a cloud-based solution at scale, the trade-offs that drove MetaConsumer to create an edge-based solution and the hardware and software challenges faced in implementing it.
See here for a PDF of the slides.
