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EngageAnalytics πŸŽ₯πŸ“Š

Video Emotion Analytics Tool

Unlock emotional insights from your video ads using DeepFace-powered analytics


SonarCloud Analysis


πŸš€ About EngageAnalytics

EngageAnalytics is a web-based platform that helps businesses understand the emotional reactions of viewers to video advertisements (OVCs). Using DeepFace for facial emotion detection, it provides real-time emotional tracking, heatmaps, and actionable insights via an interactive dashboard.

🎯 Why Use It?

  • Analyze emotional response data to improve ad effectiveness
  • Move beyond views/clicks with advanced audience engagement metrics
  • Targeted improvements backed by real data

πŸ” Key Features

  • πŸŽ₯ Real-time facial expression capture during video playback
  • 🧠 Emotion recognition (happy, sad, angry, neutral, etc.)
  • πŸ“Š Visual heatmaps linked to video segments
  • πŸ“ˆ Interactive analytics dashboard
  • πŸ’¬ Insightful feedback for ad content strategy

πŸ”„ How It Works (Simplified Flow)

  1. Company uploads video, sets limits and privacy.
  2. User must select whether to watch with camera enabled or not. If no choice is made, the video will not start.
  3. User watches video and agrees to camera access for points.
  4. Platform records facial expressions during playback.
  5. User receives reward points.
  6. Company analyzes facial emotion data and timeline-based insights.
  7. Company refines ad before mass release.

🎯 Target Audience

  • Marketing Agencies
  • Brands & Advertisers
  • Market Research Firms
  • Content Creators seeking pre-launch feedback

πŸš€ Vision

EngageAnalytics aims to revolutionize how video ad effectiveness is measured, moving beyond views and clicks to truly understand the emotional connection with audiences.


πŸ’» Technology Stack

Category Tools Used
Frontend React
Backend Django, Django REST Framework
Authentication Firebase
Database PostgreSQL
Deployment Render

🧠 System Design

Database Schema

ER Diagram

πŸ‘¨β€πŸ’» Team Members

Name Role GitHub
ismailariyan Team Leader
Utchash007 Developer
SiamFS Developer

πŸ§‘β€πŸ« Project Mentor

  • Jugal-Chanda -

πŸ“‚ Resources


πŸŽ₯ Live Demo

Live Demo

Video Demo


πŸ” Admin Credentials

For viewing the admin panel in the demo:


πŸ“Œ License

This project is licensed under the MIT License.

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