CNN-based-solar-wind-prediction

Training- 2013,2014,2015,2017 images Testing 2018 images

Data are preprocessed in datapreprocessing and image preprocessing sections

one can simply load weights directly after defining CNN architecture, and can test after doing image preprocessing.

Datasets havenot been attached here. Image Datasets are downloaded from https://purl.stanford.edu/jc488jb7715

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Activation maps for CNN		Activation maps for CNN
CNN training and testing		CNN training and testing
FITS-RGB-github.ipynb		FITS-RGB-github.ipynb
Filament_classification_with_CME.ipynb		Filament_classification_with_CME.ipynb
HS_activation.JPG		HS_activation.JPG
Image preprocessing		Image preprocessing
README.md		README.md
activation_maps.JPG		activation_maps.JPG
data preprocessing		data preprocessing
flare_classification_allmodels.ipynb		flare_classification_allmodels.ipynb
gradcam_hs.JPG		gradcam_hs.JPG
gradcam_ls.JPG		gradcam_ls.JPG
ls_activation.JPG		ls_activation.JPG

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