The ScratchSense AI project is an advanced tool that leverages machine learning and pose estimation to detect and analyze mouse scratching behavior in video recordings. In collaboration with University of Connecticut School of Nursing, ScratchSense AI aims to efficiently and accurately expedite previously tedious portions of research with mice that required extensive manual labor.