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Carsten Denker / sTools
GNU General Public License v3.0 onlyUpdatedUpdated -
The single repo pipeline of the ML solar plate project. Compatible with KuFAIR
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This is an example repo for kufair: https://gitlab.aip.de/kufair/kufair
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A REST API to submit ArchDescr and Generate Archives
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The modern pipeline code (prototype). Provide a config file, it builds the pipeline, setups a traceable environment, and run the pipeline on a K8s cluster (assuming access to some PV).
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The extract-features-properties step: in this step we compute the geometrical/morphological properties of each meaningful features
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The select-meaningful-features step: in this step we set the meaningfulness of each plates, and of each feature
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the label-features step: in this step the pixels that may be part of a sunspots are grouped in regions and each region is labeled as a feature, the number of feature per plate is computed on the fly.
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the extract features steps: this step uses the threshold method to identify pixels that may be part of a sunspots
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DEPRECATED. Please use the latest version from: https://gitlab-p4n.aip.de/punch-dev/punch-docs
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