To expect flare class using CNN with VGG19

Writer : Kang-San Jeon (daiayjks@gmail.com)

• [Reference] TF_FLARE.py
  • Reference code of laboratory of Yong-Jae Moon, Univ.Kyunghee, Republic of Korea
  • Using tensorflow
• main.py
  • train and test code
  • Using keras
• prepare_data.py
  • To prepare image data to train and test
  • readFits

    This function read the fits file and show a histogram of image value, image, and clipped image

  • savePngFromFits

    This function save image to png from fits

  • convertLabel(with change_datetime)

    This function convert format of label text file to classify images by flare classes

  • classifyImage

    This function classify images by flare classes

  • Flare event label site

• Written by Min-Su Shin
• Astrophysics, Department of Physics, University of Oxford (2012 - )
• Department of Astronomy, University of Michigan (2009 - 2012)
• Department of Astrophysical Sciences, Princeton University (2005 - 2009)