Netram

Netram | AI Weapon Detection & Real-Time Tracking Prototype

Netram is a computer-vision prototype that analyzes video for weapons and tracks detected objects across frames. Its dashboard pairs raw footage with model output, showing bounding boxes, confidence values, persistent IDs and processing counters. The documented architecture combines separate person and weapon models, multi-frame verification, WebSocket event delivery and HTML canvas overlays. This portfolio presents the working demo and its technical design.

Netram explores how computer vision can support video review, with raw footage and annotated model output displayed side by side.

• AI/ML engineering on the Netram prototype.
• The project demonstrates detection and tracking output through a web dashboard.