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A Survey on AI-Powered Image Processing in Satellites

This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction ‘A Survey on AI-Powered Image Processing in Satellites’. The project focuses on applying artificial intelligence, machine learning, deep…

Project Overview This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction 'A Survey on AI-Powered Image Processing in Satellites'. The project focuses on applying artificial intelligence, machine learning, deep learning, computer vision, reinforcement learning, surrogate modelling, or RAG-style intelligent assistance to the Satellite and Space Applications area. Students can use the linked 2023-onward research paper/source as the academic base, then convert it into an implementation-focused final-year project with a simplified dataset, simulation model, Python workflow, dashboard, or prototype demonstration.
Research Paper Title A Survey on AI-Powered Image Processing in Satellites
Research Paper / PDF Link Open Paper / PDF
Year 2025
Project Area Satellite and Space Applications
Project Type AI Satellite Survey + RAG
Required Tools / Software Python, PyTorch/TensorFlow, OpenCV, Rasterio, GeoPandas, Sentinel/Landsat datasets, Streamlit
Main Features / Working Principle Build a RAG-style assistant or dashboard for onboard satellite image-processing methods
Expected Output A document-aware assistant summarizing satellite AI methods
Possible Add-ons Add PDF upload and citation-based answer generation
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This B.Tech aerospace project resource helps students connect a recent AI-based research direction with a practical implementation plan, tools, expected output, and possible extensions.

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