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.
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