78 citations · 256 across the 7 of their papers we have counts for
7 papers
LifeCLEF Plant Identification Task 2015
Herve Goeau, Pierre Bonnet, Alexis Joly
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…
Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated identification of plants and animals has improved considerably in the last few years, in particular thanks to the recent advances in deep learning. The next big question…
Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)
Herve Goeau, Pierre Bonnet, Alexis Joly
The 2017-th edition of the LifeCLEF plant identification challenge is an important milestone towards automated plant identification systems working at the scale of continental flor…
Overview of LifeCLEF Plant Identification task 2020
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated identification of plants has improved considerably thanks to the recent progress in deep learning and the availability of training data with more and more photos in the f…
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated identification of plants has improved considerably thanks to the recent progress in deep learning and the availability of training data. However, this profusion of data o…
Overview of PlantCLEF 2021: cross-domain plant identification
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated plant identification has improved considerably thanks to recent advances in deep learning and the availability of training data with more and more field photos. However,…
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale
Herve Goeau, Pierre Bonnet, Alexis Joly
The world is estimated to be home to over 300,000 species of vascular plants. In the face of the ongoing biodiversity crisis, expanding our understanding of these species is crucia…