SHARKZOR: Human in the Loop ML for User-Defined Image Classification

Sharkzor is a web-based user interface for user defined image classification. We present here a human in the loop system with interactions focusing on 3 main user tasks. The user triages a number of images by organizing them into arbitrary groups with few examples. Sharkzor's sophisticated few-shot learning back end then approximates the user's mental model and automates organization of the entire dataset.