AIMLedge is developing a software platform that automate development and deployment of customized deep learning software for edge devices of any brand and computing ability. We specialize on optimized solutions low-end commodity cameras. Our platform reduces the development time of these solutions by 80%, and enables plug-and-play deployment. Our