Recognize is a Nextcloud integration that applies machine learning inference to user media libraries. It runs TensorFlow.js models for face clustering, object detection across categories (animals, food, vehicles, buildings), landmark identification, music genre classification, and video action recognition. Tagged media is exposed through Nextcloud’s Collaborative Tags system for browsing in companion apps like Memories and Audioplayer. Models run on-premises in the user’s infrastructure.