AI UGV Minefield Clearance

Product Description:

The AI UGV Minefield Clearance system is an AI-enabled solution designed for the detection and localization of mines using data from three types of sensors: Ground Penetrating Radar (GPR), Metal Detector, and Thermal Camera. This system processes sensor data in real-time, utilizing multisensor data fusion techniques to enhance the efficiency and accuracy of minefield clearance operations.

How it works:

  • Data Acquisition: Capture data from Ground Penetrating Radar, Metal Detector, and Thermal Camera sensors mounted on the UGV.
  • Preprocessing: Enhance the quality of acquired data and remove noise for optimal analysis.
  • Signal and Image Processing: Apply advanced signal and image processing techniques to process sensor data.
  • Multi-Sensor Data Fusion: Integrate data from multiple sensors to comprehensively view the minefield.
  • Object Detection: Use AI algorithms to detect potential mines based on processed and fused sensor data.
  • Localization: Determine the precise location of detected mines using integrated sensor data.
  • Classification: Classify detected objects to differentiate between mines and other objects.
  • Decision Making: Evaluate the severity and type of detected objects to plan further action (e.g., safe removal).
  • Reporting: Generate detailed reports on detected and localized mines for strategic planning.
  • Feedback Loop: Continuously improve AI models based on feedback to enhance detection accuracy and efficiency over time.
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Features:

  • Advanced Sensor Data Fusion
  • High Accuracy and Precision
  • Real-Time Processing
  • Versatility and Integration
  • Continuous Improvement
  • Edge Device Deployment

Technical Skills:

  • Computer Vision
  • Advanced Signal Processing
  • Advanced Image Processing
  • Data Acquisition and Data Analysis
  • GPRmax Simulation
  • Python
  • PyTorch / TensorFlow
  • Edge Device Deployment

Client:

  • Defense