Real-Time Object Detection Web App Using YOLOv8 & Flask | AI-Powered Webcam & Video Processing
AI-powered Flask web application with YOLOv8 for real-time object detection from webcam streams and video files. Download processed videos with bounding boxes.
Technology Used
Flask | Python | OpenCV | Ultralytics YOLOv8 | HTML5 | CSS3 | JavaScript | MJPEG Streaming | Video.js
Project Files
Overview
Advanced Real-Time Object Detection Solution
Our Flask-powered AI application leverages state-of-the-art YOLOv8 technology to deliver lightning-fast object detection capabilities. Perfect for developers, researchers, and businesses needing intelligent video analysis solutions.
Key Features
- ⚡ Real-Time Webcam Processing with MJPEG Streaming
- 📁 Video File Support (MP4, AVI, MOV, MKV)
- 📥 Download Annotated Video Files with Detection Boxes
- 🔍 Class Filtering for Specific Object Recognition
- 🎨 Modern Responsive UI with Dark Mode
- 🔄 Background Processing Queue System
Technical Specifications
Built with Python's Flask framework and Ultralytics YOLOv8, this application delivers production-grade performance with minimal system requirements. The MJPEG streaming architecture ensures compatibility across all modern browsers.
Industry Applications
- 🛡️ Security Surveillance Systems
- 🛒 Retail Customer Analytics
- 🚗 Traffic Monitoring Solutions
- 🏥 Medical Imaging Analysis
- 🤖 Industrial Automation
System Requirements
Python 3.8+ environment with OpenCV and Flask dependencies. Recommended minimum hardware: 4GB RAM, 2GHz CPU. Supports GPU acceleration through CUDA-enabled OpenCV builds.
Extra Add-Ons Available – Elevate Your Project
Add any of these professional upgrades to save time and impress your evaluators.
Project Setup
We'll install and configure the project on your PC via remote session (Google Meet, Zoom, or AnyDesk).
Source Code Explanation
1-hour live session to explain logic, flow, database design, and key features.
Want to know exactly how the setup works? Review our detailed step-by-step process before scheduling your session.
₹999
Custom Documents (College-Tailored)
- Custom Project Report: ₹1,200
- Custom Research Paper: ₹800
- Custom PPT: ₹500
Fully customized to match your college format, guidelines, and submission standards.
Project Modification
Need feature changes, UI updates, or new features added?
Charges vary based on complexity.
We'll review your request and provide a clear quote before starting work.