Skip to content

Bibisha06/Terr_Intelligence

 
 

Repository files navigation

terr_Intelligence

Overview

terr_Intelligence is an advanced war planning and geospatial intelligence tool designed to analyze terrain data from satellite imagery and drone inputs. It evaluates terrain conditions, identifies obstacles, and generates optimized routes and strategies. The system supports real-time updates, allowing dynamic replanning based on unit placement and changing conditions.


Features

  • Interactive map visualization using Pygame
  • Terrain evaluation including natural land assessment and obstacle detection
  • Risk-based scoring of terrain regions to assist strategic decisions
  • Tools for plotting attack and defense strategies
  • Ability to place units such as artillery, tanks, and troops on specific locations
  • Dynamic strategy replanning based on unit placement and battlefield changes
  • Support for importing and visualizing custom geospatial data such as DEMs and satellite imagery
  • Mission management tools for organizing objectives and strategies
  • Real-time tracking for continuous updates and optimization

Core Functionality

  • Terrain analysis using satellite and drone data
  • Classification of land types and identification of obstacles
  • Terrain scoring based on accessibility, risk, and movement feasibility
  • Path optimization using graph algorithms with terrain constraints
  • AI-powered strategy generation and adaptation
  • Real-time recalculation of routes and plans when units are repositioned
  • Visualization of terrain, units, and routes using Pygame

Technology Stack

Visualization

  • Pygame for rendering terrain, units, and strategic overlays

Geospatial Tools and Data Sources

  • Google Earth Engine
  • USGS Earth Explorer
  • Bhuvan Open Data Archive
  • QGIS

Backend and Database

  • MongoDB for storing terrain data, mission plans, unit positions, and historical strategies

Intelligence

  • Llama 3.2 for strategy generation and decision support

Workflow

  1. Import terrain data from satellite imagery, drone feeds, or DEMs
  2. Analyze terrain to identify land types, elevation, and obstacles
  3. Assign risk and movement scores to different terrain regions
  4. Define mission parameters such as start point, destination, and constraints
  5. Place units (artillery, tanks, troops) on the map
  6. Generate optimized routes and strategies using pathfinding and AI models
  7. Dynamically update and replan strategies based on unit placement and real-time changes
  8. Visualize terrain, units, and routes through the Pygame interface

Use Cases

  • Military strategy simulation
  • Disaster response planning
  • Search and rescue operations
  • Terrain-aware logistics and route optimization

Disclaimer

This project is intended for educational, research, and simulation purposes only. It is not designed for real-world military deployment.


About

War planning and geospatial intelligence tool

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages

  • Python 100.0%