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Capstone Final by jitin68694870 is a document available to read on EtoBox.
What is Capstone Final about?
The project developed an end-to-end MLOps system that automates the identification and mapping of infrastructure damage from satellite imagery after natural disasters, utilizing the xView2 Dataset. Key objectives included data management, model training, and API development for visualizing damage zones, resulting in a reliable damage assessment system with high precision. The system enhances disaster response efficiency and reduces human error, with potential for future enhancements such as real-time satell
- Author
- jitin68694870
- Language
- EN