As a Research Assistant at the Center for Innovation through Visualization and Simulation in PNW, USA, I've been involved in groundbreaking projects aimed at revolutionizing hazard recognition and safety training methodologies. Specifically:
Hazard Recognition Simulator Builder: I developed a Unity project facilitating trainers to upload 360-degree videos. This tool integrates crucial elements such as questionnaires, feedback sections, and information panels. It enables learners to immerse themselves in environments, comprehending hazards, objectives, and pertinent information without physical presence.
Hazard Recognition using Artificial Intelligence: I implemented an object detection model leveraging the YOLO algorithm. This real-time video stream model identifies humans and restricted areas, evaluating potential danger scenarios by considering safety gear like helmets. It also incorporates depth analysis between bounding boxes.