Trayectoria del fundador42 days

Real-time object detection and three-dimensional tracking for a government mixed-reality experience

Delivered in 42 days and demonstrated live at the State Legislative Assembly.

A mixed-reality "Selfie Point" desktop application for the Lucknow Vidhan Sabha: live camera feed, real-time object detection and positional tracking compositing visitors into mixed-reality content, delivered in 42 days.

A public mixed-reality installation for the Uttar Pradesh Legislative Assembly, operated as a desktop application in a live government environment.

Rol: Computer-vision and application engineering

Delivered in partnership with Live Pixel and Mizzle Codes.

Abstract detection planes with corner brackets and tracked points — Illustration — detection frames and tracked points

From start to government demonstration: 42 daysFrom start to government demonstrationFounder track record
Detection and compositing, on local hardware: Real timeDetection and compositing, on local hardwareNo cloud round-trips
Public installation at the State Legislative Assembly: LivePublic installation at the State Legislative AssemblyLucknow Vidhan Sabha

El sistema

Qué se construyó realmente

Live camera feed captured and processed in real time
YOLO-based object detection on every frame
Spatial and positional tracking of detected subjects
Mixed-reality composition of live subjects with rendered content
Desktop application packaging for on-site operation

Por qué fue difícil

Complejidad de ingeniería

Real-time detection and compositing on local hardware, no cloud round-trips
A fixed 42-day window ending in a live public demonstration
Operating reliably in an uncontrolled, high-footfall environment

Experiencia de producto

Del sistema entregado

The mixed-reality desktop application running on a tablet: a subject tracked inside a three-dimensional wireframe bounding box, with selectable subject thumbnails below — Detection and 3D tracking in the delivered app

The mixed-reality application in a window, showing the Uttar Pradesh Legislative Assembly header, an environments panel and three selectable environment tiles over a live camera background — Environment selection over the live camera feed

Mixed reality desktop application demonstrated at the Uttar Pradesh State Legislative Assembly — Demonstration at the State Legislative Assembly

Tecnología

Stack verificado

Solo se listan las tecnologías confirmadas en el código fuente, la documentación del proyecto o el despliegue en vivo.

Python
OpenCV
YOLO object detection
Real-time image processing
Three-dimensional tracking

Entrega

Alcance de la responsabilidad

Detection and tracking pipeline
Mixed-reality composition
On-site delivery

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