Smart Buildings

Overview

This is a smart building gate control system utilizing facial recognition technology and IoT.

Key features:

Prevent unauthorized access and manages entry/exit using facial recognition technology.
Allow for individualized tracking of user behavior and history.
Manage door opening/closing via WiFi and Ethernet.

This system leverages AI to control access and prevent unauthorized entry, enhancing security for office buildings, commercial facilities, data centers, and more. It integrates with IoT devices (ESP8266-based control modules) to regulate door operations via WiFi/Ethernet. Additionally, it records individual user behavior history and manages real-time access logs, significantly improving security management.

Features

1. Secure entry/exit management with high-precision facial recognition

Real-time facial recognition powered by MobileFaceNet × OpenCV
Enhanced recognition accuracy through Deep Learning with PyTorch / TensorFlow
Advanced recognition algorithm ensures effective operation even when users wear masks or under varying lighting conditions

2. Smart gate control via IoT integration

Door opening/closing control via Wi-Fi/Ethernet using ESP8266-based devices
Android SDK support, enabling remote access via mobile applications
Real-time notification and event management using RabbitMQ

3. Management of user behavior history and access logs

Real-time entry/exit history recording, enhancing security management
Individual user behavior tracking, supporting audits and internal analysis
Access monitoring via a management dashboard, allowing remote control and restriction settings when needed

Technology Stack

Face recognition: MobileFaceNet, OpenCV, TensorFlow, PyTorch
Embedded systems: C/C++ (embedded system development), ESP8266
Frontend: Android SDK (Kotlin, Java), React Native
Backend: Node.js (Express), Python (FastAPI)
Cloud & Infrastructure: AWS (Lambda, S3, API Gateway, DynamoDB)
Communication & Messaging: RabbitMQ, MQTT, WebSocket
Data management: PostgreSQL, Firebase Firestore

Benifits

Automated reception and smart access: Unlock doors using facial recognition without the need for keys or access cards.
Enhanced security: Prevent unauthorized access with AI and detect fraudulent behavior through real-time monitoring.
Flexible access management: Grant entry based on specific time frames or days and provide temporary access for visitors.
Seamless IoT integration: Easily integrate with existing building and office management systems.

Project Info