JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

Object detection and tracking

Auto Object Documentation - JavaScript

Observe object changes deeply without cloning in the most efficient manner.

An easy lightweight vanilla JavaScript SVG manager, fill/stroke manipulator, and external loader with caching.

Traffic monitoring from webcam

The first phase, involving comprehensive analysis and visualization, has been successfully completed, yielding critical insights into traffic patterns and accident hotspots. The current phase involves developing an advanced Computer Vision model that utilizes CCTV data to identify and analyze misuse and irregularities in traffic behavior.

A web-implemented real-time object recognition application, using Tensorflow.js and React.js. The object detection is done via single-shot detection(ssd). Our method required shorter time which is a priority for real time recognition, compared to different other methods, through the whole process of capturing, detecting and recognising objects.