English

LifeCLEF Plant Identification Task 2015

Computer Vision and Pattern Recognition 2025-09-30 v1

Abstract

The LifeCLEF plant identification challenge aims at evaluating plant identification methods and systems at a very large scale, close to the conditions of a real-world biodiversity monitoring scenario. The 2015 evaluation was actually conducted on a set of more than 100K images illustrating 1000 plant species living in West Europe. The main originality of this dataset is that it was built through a large-scale participatory sensing plateform initiated in 2011 and which now involves tens of thousands of contributors. This overview presents more precisely the resources and assessments of the challenge, summarizes the approaches and systems employed by the participating research groups, and provides an analysis of the main outcomes.

Keywords

Cite

@article{arxiv.2509.23891,
  title  = {LifeCLEF Plant Identification Task 2015},
  author = {Herve Goeau and Pierre Bonnet and Alexis Joly},
  journal= {arXiv preprint arXiv:2509.23891},
  year   = {2025}
}

Comments

15 pages, 4 figures, CLEF 2015 Conference and Labs of the Evaluation Forum, September 08 to 11, 2015, Toulouse, France

R2 v1 2026-07-01T06:02:38.209Z