Synthetic and Empirical Capsicum Annuum Image Dataset

  • R. Barth (Creator)

Dataset

Description

This dataset consists of per-pixel annotated synthetic (10500) and empirical images (50) of Capsicum annuum, also known as sweet or bell pepper, situated in a commercial greenhouse. Furthermore, the source models to generate the synthetic images are included. The aim of the datasets are to facilitate bootstrapping agricultural semantic segmentation computer vision models with synthetic data that fine-tune and test on empirical images.
Date made available6 Dec 2016
PublisherWageningen University & Research

Research Output

Synthetic bootstrapping of convolutional neural networks for semantic plant part segmentation

Barth, R., IJsselmuiden, J., Hemming, J. & Van Henten, E. J., Jun 2019, In : Computers and Electronics in Agriculture. 161, p. 291-304

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
  • 11 Citations (Scopus)

    Data synthesis methods for semantic segmentation in agriculture: A Capsicum annuum dataset

    Barth, R., IJsselmuiden, J., Hemming, J. & van Henten, E. J., 1 Jan 2018, In : Computers and Electronics in Agriculture. 144, p. 284-296

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
  • 27 Citations (Scopus)

    Projects

    Cite this

    Barth, R. (Creator) (6 Dec 2016). Synthetic and Empirical Capsicum Annuum Image Dataset. Wageningen University & Research. 10.4121/uuid:884958f5-b868-46e1-b3d8-a0b5d91b02c0