AI-Powered Mobility IntelligenceLive Production

Detect Vehicle AI

A production-ready full-stack computer vision platform that performs AI-powered vehicle detection and classification across live streams, images, and video uploads. Built for traffic analysis and smart monitoring, it features low-latency WebSocket inference, speed estimation, and object tracking.

RoleEngineering Lead
StackProduction Grade
Detect Vehicle AI

Technical Architecture

Next.js 14
FastAPI (Python)
YOLOv8 ONNX
WebSocket (Live Inference)
Docker & Traefik
Cloudflare Turnstile

Core Impact

"Engineered an end-to-end AI platform with real-time WebSocket inference and 11+ vehicle class support."

Detailed Walkthrough

A step-by-step examination of the platform's interface, features, and user experience.

The platform landing page showcasing the AI capabilities and core entry points for live stream or file analysis.
01

The platform landing page showcasing the AI capabilities and core entry points for live stream or file analysis.

Real-time inference interface supporting live camera access and screen sharing with instant vehicle detection and confidence scoring.
02

Real-time inference interface supporting live camera access and screen sharing with instant vehicle detection and confidence scoring.

Static image analysis tool allowing users to upload photos for precise vehicle classification and labeling.
03

Static image analysis tool allowing users to upload photos for precise vehicle classification and labeling.

Advanced video processing pipeline that automatically tags detected vehicles and provides a downloadable processed version.
04

Advanced video processing pipeline that automatically tags detected vehicles and provides a downloadable processed version.

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