Search Results for author: Geoff Nitschke

Found 2 papers, 0 papers with code

Evolutionary Deep Learning to Identify Galaxies in the Zone of Avoidance

no code implementations6 Mar 2019 David Jones, Anja Schroeder, Geoff Nitschke

The Zone of Avoidance makes it difficult for astronomers to catalogue galaxies at low latitudes to our galactic plane due to high star densities and extinction.

Astronomy

Improving Deep Learning using Generic Data Augmentation

no code implementations20 Aug 2017 Luke Taylor, Geoff Nitschke

Deep artificial neural networks require a large corpus of training data in order to effectively learn, where collection of such training data is often expensive and laborious.

Data Augmentation

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