Project_Foresight 🚀

A modern CCTV management system with hazard detection for efficient incident response 🛡️.

Foresight: Real-time CCTV 📹 Fire and Weapon detection and incident prediction. YOLOV8-powered 🧠 security for proactive threat prevention.

Introduction 🌟

Project Foresight is an YOLOV8-powered security system 🛡️ designed to provide proactive threat prevention by analyzing real-time CCTV footage. Our system identifies potential hazards and anomalies, ensuring timely and efficient incident response.

Features 🚀

• Real-time Anomaly Detection: Utilizes cutting-edge AI to monitor CCTV footage for unusual activity.
• Incident Prediction: Predicts potential incidents before they occur, enhancing proactive measures.
• Automated Alerts: Notifies relevant authorities and individuals upon detection of any threats.
• Easy Integration: Seamlessly integrates with existing CCTV infrastructure.
• User-Friendly Interface: Intuitive design for ease of use and efficient management.

Tech-stack 💻

Our system is built using the latest technologies for optimal performance and scalability.

Installation Guide 🛠️

Frontend Setup

Clone the Repository

git clone https://github.com/oceands/Project_Foresight.git

Enter Client Dir

cd client

Install packages

npm install --force

Run Front End Server

npm run start

Backend Setup

Change to Server Directory

cd server

Create a Venv

python3 -m  venv .venv

Activate venv

.venv/Scripts/Activate

Install Requirments

pip install - r requirements.txt

Run Flask Server

flask run

WebRTC server Setup

Change to Server Directory

cd RTSPtoWeb

Run server

go run .

Additional Setup

Postman API Setup

Configure and Use Postman for API Testing

• Install Postman on your device.

• Open Postman and either sign up or log in.

• Enter the following URL in a new tab: http://127.0.0.1:5000/auth/api/users/register

• Set the method to POST and body to raw JSON.

• Enter user details as shown in the example:

  {
      "Fname": "First Name",
      "Lname": "Last Name",
      "email": "email@example.com",
      "role": "user role",
      "password": "your password"
  }

• Send the request in Postman.

• Log in on the frontend using the provided email and password

Usage 📚

View Dashboard stats

Dashboard.mp4

View Live Feed

View.feed.mp4

Notifications

Notifications.mp4

View Incidents

Verified.Incidents.mp4

User Managment

User.Managment.mp4

Create / View Reports

Reports.mp4

Camera Settings

cam.settings.mp4

Dispatch Settings

dispatch.settings.mp4

Security Settings

Sec.settings.mp4

FAQ

faq.mp4

Contact Us

contact.us.mp4