Constraint Drive Generation of Vision Algorithms on an Elastic Infrastructure
Brandyn White, Larry Steven Davis · 2014
Abstract : In this project a prototype Shopforeman system was developed that composes heterogeneous computer vision algorithms on the fly along with a complementary Nightwatchman system that automatically generates novel concept classifiers for the Shopforeman to use. The Shopforeman provides an interface to the user that allows them to specify the specific problem they are trying to solve and a target operating point. The goal of this project was to explore the design of an automated interface to a heterogeneous collection of computer vision algorithms and complementary approaches to develop concept classifiers and datasets that they use.