11 papers
Compact Hypercube Embeddings for Fast Text-based Wildlife Observation Retrieval
Ilyass Moummad, Marius Miron, David Robinson +7
Large-scale biodiversity monitoring platforms increasingly rely on multimodal wildlife observations. While recent foundation models enable rich semantic representations across visi…
LifeCLEF Plant Identification Task 2014
Herve Goeau, Alexis Joly, Pierre Bonnet +4
The LifeCLEFs plant identification task provides a testbed for a system-oriented evaluation of plant identification about 500 species trees and herbaceous plants. Seven types of im…
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 in an open-world (LifeCLEF 2016)
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…
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…