Evaluating Fairness and Bias in AI-Based Occupancy Detection
This project will investigate whether an AI-based occupancy detection system performs consistently across different demographic and environmental conditions. Using a commercial computer-vision model, the student will design and conduct an independent evaluation of person-detection performance across skin-tone groups and conditions such as lighting, occlusion, camera angle, distance, and background contrast. The project will involve dataset … Read more