Published January 18, 2021 | Version v2

Processing/Analysis Scripts for: Cross-validation of a semantic segmentation net-work for natural history collection specimens Created Jan 18, 2021 7:26:21 PM, modified Jan 18, 2021 7:51:27 PM

  • 1. School of Chemistry, Cardiff University

Description

This deposit contains the python scripts used for analysing the data produced from the cross-validation experiments conducted for testing and validating a semantic segmentation network. The purpose was to evaluate the suitability of the segmentation network for use in the processing of images from Natural History Collections.

The scripts were designed to calculate the results, format data, evaluate the accuracy of the models and generate datasets used for plotting results.

The sw_description files (txt and rtf) contain a more detailed description of the three archive files (.zip) included.

Files

01_semantic-segmentation.zip

Files (916.2 kB)

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md5:78989e66c5f5b85965629afaac433a17
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md5:6e664f76f2cbfa429a4e0fd8b3591d13
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md5:fe64dd30cb696c51c3f7ddc9e0c2ce35
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Additional details

Funding

European Commission
ICEDIG - Innovation and consolidation for large scale digitisation of natural heritage 777483