Group Project: Vigilance360 (January 2024 - April 2024)
Developed a real-time monitoring and pre-incident detection system using image preprocessing and server-side processing components. Trained and deployed a YOLOv8 weapon detection model on a custom dataset using transfer learning techniques. Focused on detecting relevant objects in images to enable early identification of potential threats. • Real-time image preprocessing (OpenCV) • Server-side processing (Flask) • Custom dataset training with transfer learning • YOLOv8 weapon detection model deployment