Data for the Article: Cross-validation of a semantic segmentation network for natural history collection specimens
Published January 18, 2021 | Version v1
Dataset Open

Data for the Article: Cross-validation of a semantic segmentation network for natural history collection specimens

Creators

  • 1. School of Chemistry, Cardiff University
  • 2. School of Computer Science and Informatics, Cardiff University
  • 3. Natural History Museum London
  • 4. Formerly at Natural History Museum London
  • 5. National Museum Wales
  • 6. Meise Botanic Garden
  • 7. Royal Botanic Gardens Kew

Description

This deposit contains six datasets which were used 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.

Notes

The two archive files (.zip) file contain the data sets used for herbarium sheets and microscopy slides segmentation experiments. Each dataset consists of a set of images (JPG). Each image is accompanied by ground truth labels (a png image) and ground truth instances (a png image). The two rich text format files (rtf ) describe the structure of each archive file.

Files

herbarium_sheets.zip

Files (2.3 GB)

Name Size Download all
md5:4a6b26600753fcd5ebfc2e08071a2a5f
2.1 GB Preview Download
md5:2094ed0f44d6988483caa74aa26d038c
24.6 kB Download
md5:4ab52f2ee3a5fee250eb09996f12aba5
226.9 MB Preview Download
md5:989b4fd0d220f954b859e79eaf1f340b
18.5 kB Download

Additional details

Funding

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