A paradigm shift is occurring in artificial intelligence, fueled by the rise of lightweight battery-powered edge computing. This groundbreaking technology empowers researchers to deploy intelligent systems directly at the data origin, eliminating the reliance on centralized cloud infrastructure and unlocking a world of possibilities. The benefits