In the domain of planetary science, novelty detection is gaining attention because of the operational opportunities it offers, including annotated data products and downlink prioritization.
convolutional autoencoder
Posted inAI - Data - Apps - Cybernetics, Imaging & Spectroscopy, Status Report
The Model Is The Message: Lightweight Convolutional Autoencoders Applied To Noisy Imaging Data For Planetary Science And Astrobiology
The application of convolutional autoencoder deep learning to imaging data for planetary science and astrobiological use is briefly reviewed and explored with a focus on the need to understand algorithmic […]