Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)
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: http://tid.uio.no/TAME/
Descriptive
Field | Value |
|---|---|
Theme | |
Subjects | |
Type | dataset |
Language | English |
Status | COMPLETE |
Projects | |
Dataset Size (MB) | 15253.655173 |
State | active |
Last Modified | 2025-11-11T16:24:51 |
Identifiers
Field | Value |
|---|---|
Identifier | bf8797f9-550e-495e-b96d-c2d2be3961f3 |
Other Identifier/DOI | 10.11582/2021.00057 |
Personnel (first name, last name, organisation, email)
Field | Value |
|---|---|
Contact points | Contact point 1 Type person First name Pascal Last name Sado Organisation University of Oslo pascalsa@uio.no ORCID Name Acronym Contact email Homepage URL ROR |
Creators | Creator 1 Type person First name Pascal Last name Sado Organisation University of Oslo pascal.sado@fys.uio.no ORCID Name Acronym Contact email Homepage URL ROR |
Contributors | Contributor 1 First name Pascal Last name Sado Organisation University of Oslo pascalsa@uio.no ORCID Type Related Person |
Dataset owner | Owner 1 Organisation ROR |
Publisher | NIRD RDA |
Constraints
Field | Value |
|---|---|
License | CC-BY-4.0 |
Access Rights | public |
Extent
Field | Value |
|---|---|
Spatial | |
Temporal |
Reference Dates
Field | Value |
|---|---|
Release date | 2021-06-16 |
Related URLs
Field | Value |
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Related Resources |
Versioning Info
Field | Value |
|---|---|
Version | 2 |
Version notes | First version of the dataset. |
Has Version | |
Is version of | |
Version type | latest |