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title: FocusFlow
emoji: 🎯
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
---
# FocusFlow: Real-Time Meeting Engagement Analytics
> **Premium Engagement Tracking Powered by AI and C++**
> Focused on Professional Productivity and Group Dynamic Monitoring.
---
## 📋 Project Overview
**FocusFlow** is a modern web application that analyzes video feeds (camera or screen share) to compute real-time **Engagement Scores**. It provides deep insights into focus levels, emotional state, and group dynamics during professional meetings.
### Key Features:
- **Computer Vision**: Face detection, head pose estimation, and iris tracking via MediaPipe.
- **C++ Performance**: High-speed metrics calculation via custom C++ PyBind11 extension.
- **Meeting Intel**: Multi-participant detection and group engagement analytics.
- **Modern UI**: Asymmetric, professional dashboard design with real-time WebSocket feedback.
- **Persistence**: SQLite-backed session history and trend analysis.
---
## 🏗️ Architecture
```mermaid
graph TD
A[Frontend: Vanilla JS] -->|Frames| B[FastAPI WebSocket]
B -->|Base64| C[Vision Engine]
C -->|Points| D[C++ Module]
D -->|Score| C
C -->|Metrics| B
B -->|JSON| A
```
---
## 🛠️ Tech Stack
| Component | Technology |
|-----------|-----------|
| **Backend** | Python 3.10+, FastAPI |
| **Frontend** | HTML5, CSS3, Vanilla JavaScript |
| **Vision** | OpenCV, Google MediaPipe |
| **Performance** | C++17, PyBind11 |
| **Database** | SQLite3 |
---
## 📁 Clean Folder Structure
```
FocusFlow/
├── cpp_modules/ # C++ Performance Module (Source)
├── frontend/ # Modern Web Interface (HTML/CSS/JS)
├── src/ # Core Application Logic
│ ├── main.py # FastAPI Gateway & Websockets
│ ├── vision_engine.py# AI Vision Orchestrator
│ ├── database.py # SQLite Persistence Layer
│ └── utils/ # Utility Scripts
├── data/ # Storage (Database files)
├── architecture.md # Detailed Technical Docs
├── file_manifest.md # 📄 Breakdown of every file
├── run.bat # One-Click Launcher (Windows)
├── build_cpp.bat # C++ Compilation Tool
└── requirements.txt # Dependencies
```
---
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