A benchmark dataset of herbarium specimen images with label data

Mathias Dillen, Quentin Groom, Simon Chagnoux, Anton Güntsch, Alex Hardisty, Elspeth Haston, Laurence Livermore, Veljo Runnel, Leif Schulman, Luc Willemse, Zhengzhe Wu, Sarah Phillips

Tutkimustuotos: ArtikkelijulkaisuArtikkeliTieteellinen

Abstrakti

Background

More and more herbaria are digitising their collections. Images of specimens are made available online to facilitate access to them and allow extraction of information from them. Transcription of the data written on specimens is critical for general discoverability and enables incorporation into large aggregated research datasets. Different methods, such as crowdsourcing and artificial intelligence, are being developed to optimise transcription, but herbarium specimens pose difficulties in data extraction for many reasons.

New information

To provide developers of transcription methods with a means of optimisation, we have compiled a benchmark dataset of 1,800 herbarium specimen images with corresponding transcribed data. These images originate from nine different collections and include specimens that reflect the multiple potential obstacles that transcription methods may encounter, such as differences in language, text format (printed or handwritten), specimen age and nomenclatural type status. We are making these specimens available with a Creative Commons Zero licence waiver and with permanent online storage of the data. By doing this, we are minimising the obstacles to the use of these images for transcription training. This benchmark dataset of images may also be used where a defined and documented set of herbarium specimens is needed, such as for the extraction of morphological traits, handwriting recognition and colour analysis of specimens.

Alkuperäiskielienglanti
Artikkeli31817
LehtiBiodiversity Data Journal
Vuosikerta7
Sivumäärä15
ISSN1314-2828
DOI - pysyväislinkit
TilaJulkaistu - 8 helmikuuta 2019
OKM-julkaisutyyppiB1 Kirjoitus tieteellisessä aikakauslehdessä

Tieteenalat

  • 119 Muut luonnontieteet

Siteeraa tätä