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Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)

Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)

Conference and Labs of the Evaluation Forum (CLEF), 2017
25 September 2025
Hervé Goëau
P. Bonnet
Alexis Joly
ArXiv (abs)PDFHTML

Papers citing "Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)"

16 / 16 papers shown
Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
Hervé Goëau
P. Bonnet
Alexis Joly
68
32
0
25 Sep 2025
Overview of PlantCLEF 2021: cross-domain plant identification
Overview of PlantCLEF 2021: cross-domain plant identificationConference and Labs of the Evaluation Forum (CLEF), 2025
Hervé Goëau
P. Bonnet
Alexis Joly
87
24
0
23 Sep 2025
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
Hervé Goëau
P. Bonnet
Alexis Joly
63
33
0
23 Sep 2025
Overview of LifeCLEF Plant Identification task 2020
Overview of LifeCLEF Plant Identification task 2020Conference and Labs of the Evaluation Forum (CLEF), 2025
Hervé Goëau
P. Bonnet
Alexis Joly
82
20
0
23 Sep 2025
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale
Overview of PlantCLEF 2023: Image-based Plant Identification at Global ScaleConference and Labs of the Evaluation Forum (CLEF), 2025
Hervé Goëau
P. Bonnet
Alexis Joly
VLM
118
14
0
22 Sep 2025
Overview of PlantCLEF 2022: Image-based plant identification at global scale
Overview of PlantCLEF 2022: Image-based plant identification at global scaleConference and Labs of the Evaluation Forum (CLEF), 2025
Hervé Goëau
P. Bonnet
Alexis Joly
VLM
51
35
0
22 Sep 2025
FungiTastic: A multi-modal dataset and benchmark for image categorization
FungiTastic: A multi-modal dataset and benchmark for image categorization
Lukás Picek
Klara Janouskova
Milan Šulc
Jirí Matas
491
8
0
24 Aug 2024
Floralens: a Deep Learning Model for the Portuguese Native Flora
Floralens: a Deep Learning Model for the Portuguese Native Flora
António Filgueiras
Eduardo R. B. Marques
Luís M. B. Lopes
Miguel Marques
Hugo Silva
302
0
0
13 Feb 2024
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot
  Study
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study
Zhenyu Wu
Zhaowen Wang
Ye Yuan
Jianming Zhang
Zinan Lin
Hailin Jin
236
6
0
23 Jul 2021
The Hitchhiker's Guide to Prior-Shift Adaptation
The Hitchhiker's Guide to Prior-Shift AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Tomas Sipka
Milan Šulc
Jirí Matas
VLM
221
19
0
22 Jun 2021
Diseño y desarrollo de aplicación móvil para la clasificación de
  flora nativa chilena utilizando redes neuronales convolucionales
Diseño y desarrollo de aplicación móvil para la clasificación de flora nativa chilena utilizando redes neuronales convolucionales
Ignacio Muñoz
Alfredo Bolt
71
1
0
11 Jun 2021
Fine-Grained Visual Classification of Plant Species In The Wild: Object
  Detection as A Reinforced Means of Attention
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention
M. Keaton
Ram J. Zaveri
Meghana Kovur
Cole Henderson
Donald Adjeroh
Gianfranco Doretto
209
7
0
03 Jun 2021
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Danish Fungi 2020 -- Not Just Another Image Recognition DatasetIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Lukás Picek
Milan Šulc
Jirí Matas
J. Heilmann‐Clausen
T. Jeppesen
T. Læssøe
T. Frøslev
342
64
0
18 Mar 2021
Deep Learning Approaches to Classification of Production Technology for
  19th Century Books
Deep Learning Approaches to Classification of Production Technology for 19th Century BooksLernen, Wissen, Daten, Analysen (LWA), 2020
Chanjong Im
J. Ghauri
John Rothman
Thomas Mandl
99
1
0
17 Sep 2020
Improving CNN classifiers by estimating test-time priors
Improving CNN classifiers by estimating test-time priors
Milan Šulc
Jirí Matas
202
26
0
21 May 2018
Tree Species Identification from Bark Images Using Convolutional Neural
  Networks
Tree Species Identification from Bark Images Using Convolutional Neural NetworksIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2018
Mathieu Carpentier
Philippe Giguère
Jonathan Gaudreault
156
66
0
02 Mar 2018
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