Detection and classification of sunspots via deep convolutional neural network
C Chola, JVB Benifa - Global Transitions Proceedings, 2022 - Elsevier
Sunspots are known to be the most prominent feature of the solar photosphere. Solar
activities play a vital role in Space weather which greatly affects the Earth's environment.
The appearance of sunspots determines the solar activities and being observed from early
eighteenth century. In this work, we have implemented a deep learning model which
automatically detects sunspots from MDI and HMI image datasets. Proposed model uses
Alexnet based deep convolutional networks to generate promising deep hierarchical …
activities play a vital role in Space weather which greatly affects the Earth's environment.
The appearance of sunspots determines the solar activities and being observed from early
eighteenth century. In this work, we have implemented a deep learning model which
automatically detects sunspots from MDI and HMI image datasets. Proposed model uses
Alexnet based deep convolutional networks to generate promising deep hierarchical …
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