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This project, under NTU Kharkiv Polytechnic's Computer Modeling and Systems department, focuses on comparing neural network architectures specifically for synthetic sky datasets. Lead by Artem Apanasenko with guidance from Prof. V. Uspensky, the research includes developing a Python-based system using PyTorch, OpenCV, and NumPy. The study examines the neural network's effectiveness in detecting objects against starry backgrounds, aiming for integration into optical systems. It includes...