Haryana, India
Hi, I’m a final year IT major at Manipal University Jaipur (MUJ).
• Developed an integrated, dual-pipeline AI security system prototype capable of concurrently detecting both violent actions and the presence of weapons. The violence detection component used a dual-stream architecture (RGB with EfficientNet-B0 and Motion with MobileNetV2) , while the weapon detection module utilized a custom-trained YOLOv11n model. • Engineered advanced analysis techniques, employing ConvLSTM networks to model temporal patterns for action recognition and implementing weapon localization by drawing precise bounding boxes around detected objects for clear identification. • Implemented a feature fusion mechanism that combined data from both the RGB and motion streams into a unified representation , which was then processed by a custom-trained neural network for highly accurate violence classification. • Designed a unified alert and reporting system that, upon threat detection above a set confidence threshold , automatically dispatches detailed email notifications with key images and saves all relevant frames and data to a database for incident review.