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02:46:56.257392+00:00 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/datePublished 2022-03-22 00:42:53.625315+00:00 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/description We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article. This dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here: LINK: http://tid.uio.no/TAME/ https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/encodingFormat application/ld+json https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/hasPart https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/39d30a20-3c11-449e-a768-56994258bd9c https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/hasPart https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/9a3ea698-874e-4df4-8970-e6cad5e34176 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/hasPart https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/a198e840-6287-4b80-9512-2993746a87e7 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/hasPart https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/b78a3f03-1eee-422f-8cc1-3d9d1e2de5b7 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/identifier https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://schema.org/name Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME) https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://w3id.org/ro-id/rohub/model#creation_mode MANUAL https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/ro#ResearchObject https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/roevo#LiveRO https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://w3id.org/ro/earth-science#DataResearchObject https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#DataResearchObject https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/ https://www.w3.org/ns/iana/link-relations/relation#cite-as Pascal Sado. "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)." ROHub. Mar 22 ,2022. https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85. https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/39d30a20-3c11-449e-a768-56994258bd9c http://schema.org/name raw data https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/39d30a20-3c11-449e-a768-56994258bd9c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/39d30a20-3c11-449e-a768-56994258bd9c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/9a3ea698-874e-4df4-8970-e6cad5e34176 http://schema.org/name biblio https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/9a3ea698-874e-4df4-8970-e6cad5e34176 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/9a3ea698-874e-4df4-8970-e6cad5e34176 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/a198e840-6287-4b80-9512-2993746a87e7 http://schema.org/name metadata https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/a198e840-6287-4b80-9512-2993746a87e7 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/a198e840-6287-4b80-9512-2993746a87e7 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/b78a3f03-1eee-422f-8cc1-3d9d1e2de5b7 http://schema.org/hasPart https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/b78a3f03-1eee-422f-8cc1-3d9d1e2de5b7 http://schema.org/name data https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/b78a3f03-1eee-422f-8cc1-3d9d1e2de5b7 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/folders/b78a3f03-1eee-422f-8cc1-3d9d1e2de5b7 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://purl.org/dc/terms/bibliographicCitation Sado, P. (2021).Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME) [Data set]. Norstore. https://doi.org/10.11582/2021.00071 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://purl.org/dc/terms/rightsHolder Pascal Sado https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://purl.org/dc/terms/type Experiment https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/author mailto:georgehadib@gmail.com https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/contentUrl https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00057 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/creator mailto:georgehadib@gmail.com https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/dateCreated 2021-06-16 00:00:00 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/dateModified 2022-03-22 00:43:05.148572+00:00 https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85/resources/6c4844d4-61a6-4bc2-8edb-7081722589a0 http://schema.org/description We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article. This dataset contains the processed files that can be used to replicate our results. 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