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cs.CV2023
Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations
Mackenzie J. Meni, Trupti Mahendrakar, Olivia D. M. Raney +3
The escalating risk of collisions and the accumulation of space debris in Low Earth Orbit (LEO) has reached critical concern due to the ever increasing number of spacecraft. Addres…
cs.CV2023
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance
Mackenzie J. Meni, Ryan T. White, Michael Mayo +1
Neural networks have dramatically increased our capacity to learn from large, high-dimensional datasets across innumerable disciplines. However, their decisions are not easily inte…