Rock vs Mine Signal Classification System
Project Information
- Category Artificial Intelligence & Machine Learning
- Client Defense & Signal Processing Study Project
- Industry Defense Analytics & Signal Intelligence
- Project date January 2025
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Rock vs Mine Signal Classification System
Implemented a supervised learning classification system to distinguish between sonar signals reflected from rocks and mines. The project involved structured data analysis, model training, and performance evaluation within a cloud-based computational environment to ensure scalability and efficiency. This solution demonstrates the application of machine learning to pattern recognition problems, highlighting its relevance in defense analytics, signal intelligence, and real-time decision systems.