Datasets:

GlobalWheat
/

GWFSS_v1.0

license: cc-by-4.0
dataset_info:
  features:
    - name: image
      dtype: image
    - name: mask
      dtype: image
  splits:
    - name: labelled
      num_bytes: 515264573.816
      num_examples: 1096
  download_size: 610768530
  dataset_size: 515264573.816
configs:
  - config_name: default
    data_files:
      - split: labelled
        path: data/labelled-*
tags:
  - scientific
  - research
  - agricultural research
  - wheat
  - segmentation
  - crop phenotyping
  - global wheat
  - crop
  - plant
  - canopy
  - field
source: https://doi.org/10.1016/j.plaphe.2025.100084

This is the labelled split of GWFSS. The unlabelled split is available at https://www.research-collection.ethz.ch/handle/20.500.11850/734546. The benchmark model is available at: https://huggingface.co/GlobalWheat/GWFSS_model_v1.0.

Related Paper

This dataset is associated with the following paper: The Global Wheat Full Semantic Organ Segmentation (GWFSS) Dataset https://doi.org/10.1016/j.plaphe.2025.100084