The AI Drone Threat Classifier is a real-time drone detection, tracking, and classification system designed for enhanced security and surveillance. It leverages advanced AI techniques to predict drone trajectories and classify threats based on multiple parameters. The system integrates RF frequency sensing for classification, ESP32 for detecting nearby WiFi connections and their status, and blockchain technology for securely storing data on malicious drones, including their speed, coordinates, and trajectory. The solution also features real-time map integration, allowing precise geolocation of drones on an interactive map.
- Detects drones in real-time and tracks their movement.
- Predicts drone trajectory for better situational awareness.
- RF frequency sensing to classify drones based on signals.
- Categorizes drones as benign or malicious based on flight behavior.
- Stores malicious drone data securely using blockchain.
- Logs speed, coordinates, and threat level in a tamper-proof ledger.
- Displays drone locations in real-time using GPS coordinates.
- Visualizes drone movement directly on interactive maps.
- Uses ESP32 to detect nearby WiFi connections.
- Measures signal strength, range, and connection status to assess threats.
- Uses Three.js to render real-time 3D drone flight paths.
- Interactive 3D environment to visualize drone motion and behavior.
- Allows zoom, pan, and rotate for better situational understanding.
| Component | Technology Used |
|---|---|
| Computer Vision | Object detection & tracking |
| RF Sensing | Frequency analysis for classification |
| Blockchain | Secure logging of malicious drones |
| Mapping | Live GPS tracking & visualization |
| Embedded Systems | ESP32 for WiFi sensing |
| 3D Visualization | Three.js for real-time 3D drone trajectory |
- 🏛️ Government & Military: Detect and intercept unauthorized drones in restricted airspace near government buildings, defense sites, and borders.
- 🏭 Industrial Security: Protect power plants, oil refineries, and critical infrastructure from aerial surveillance and drone-based attacks.
- 🏟️ Public Event Safety: Prevent unauthorized drones from disrupting large gatherings like concerts, sports events, and political rallies.
- 🚔 Law Enforcement: Monitor, track, and neutralize rogue drones used for illegal surveillance, smuggling, or terrorist activities.
- 🛬 Airport & Airspace Security: Detect and prevent drones from entering no-fly zones near airports to avoid collisions with aircraft.
- 🏢 Corporate Espionage Protection: Secure corporate campuses from unauthorized drones attempting to steal confidential information.
- 🌲 Wildlife Conservation & Anti-Poaching: Detect and track illegal drones used for poaching or harming protected wildlife in forests and national parks.
- 🚢 Maritime Security: Identify and classify drones monitoring naval vessels, ports, or offshore drilling rigs for espionage or piracy.