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P1: Collaborative Image Triage with Humans and Computer Vision
Author: Addison Bohannon , Advisor: Vernon Lawhern and Brian Sadler (Army Research Lab)
Problem Statement Presentation
Project Proposal
Abstract
We want to design a human-autonomous system which can efficiently and accurately classify a database of images as interesting or not interesting. The system will iteratively distribute images for binary classiffication amongst multiple heterogeneous agents according to the Generalized Assignment Problem, and use the Spectral Meta-Learner, to combine multiple binary classiffication results in a principled manner. From the results, we hope to draw conclusions about the circumstances under which sensitive tasks can and should be delegated to autonomous technology in an optimal manner.
MidYear Progress Report and
Presentation
Final Presentation ,
Final Report
