Publications des agents du Cirad

Cirad

Pl@ntNet app in the era of deep learning

Affouard A., Goeau H., Bonnet P., Lombardo J.C., Joly A.. 2017. Toulon : s.n., 6 p.. International Conference on Learning Representations. 5, 2017-04-24/2017-04-26, Toulon (France).

Pl@ntNet is a large-scale participatory platform and information system dedicated to the production of botanical data through image-based plant identification. In June 2015, Pl@ntNet mobile front-ends moved from classical hand-crafted visual features to deep-learning based image representations. This paper gives an overview of today's Pl@ntNet architecture and discusses how the introduction of convolutional neural networks did improve the whole workflow along the years. (Résumé d'auteur)

Documents associés

Communication de congrès

Agents Cirad, auteurs de cette publication :