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sonar

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The Sonar Vision Mapping System is an advanced environmental mapping and visualization technology. It utilizes high-frequency sound pulses to create a real-time, three-dimensional map of an environment. This system is designed for applications in security, surveillance, and search-and-rescue operations.

  • Updated May 26, 2025
  • Python

This repository explores the use of eXplainable AI (XAI) to interpret deep learning models in underwater SONAR image classification. We utilize transfer learning with CNN architectures like VGG16 and ResNet50, and apply LIME and SP-LIME for transparent model explanations.

  • Updated Oct 26, 2024
  • Python

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