cwfid / dataset

Crop/Weed Field Image Dataset

A Crop/Weed Field Image Dataset

The Crop/Weed Field Image Dataset (CWFID) accompanies the following publication: "Sebastian Haug, Jörn Ostermann: A Crop/Weed Field Image Dataset for the Evaluation of Computer Vision Based Precision Agriculture Tasks, CVPPP 2014 Workshop, ECCV 2014"

This dataset comprises field images, vegetation segmentation masks and crop/weed plant type annotations. The paper provides details, e.g. on the field setting, acquisition conditions, image and ground truth data format.

You can download the complete dataset here: Download CWFID.

Paper

Paper available here.

Bibtex:

@inproceedings{haug15,
  author={Haug, Sebastian and Ostermann, J{\"o}rn},
  title={A Crop/Weed Field Image Dataset for the Evaluation of Computer Vision Based Precision Agriculture Tasks},
  year={2015},
  booktitle={Computer Vision - ECCV 2014 Workshops},
  doi={10.1007/978-3-319-16220-1_8},
  url={http://dx.doi.org/10.1007/978-3-319-16220-1_8},
  pages={105--116},
}

Use

All data is subject to copyright and may only be used for non-commercial research. In case of use please cite our publication.

Contact Sebastian Haug ([email protected]) for any questions.

dataset's Issues

Overlap between polygons

Thank you for such an awesome dataset. One question is that, is there any overlap between the polygons labeled in the yaml annotation file? Thanks!