VIAME

In cooperation with the National Oceanic and Atmospheric Administration's (NOAA) Automated Image Analysis Strategic Initiative (AIASI), Kitware and its partners have developed Video and Image Analytics for Marine Environments (VIAME). VIAME is an open source computer vision software platform designed for do-it-yourself artificial intelligence (AI). It is an evolving toolkit that contains many workflows used to generate different object detectors, full-frame classifiers, image mosaics, rapid model generation, image and video search, and methods for stereo measurement... VIAME offers multiple types of annotation features down to the pixel-level to support object detection training workflows... VIAME offers three (3) core detection training workflows dependent on user needs and available training data.