Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)
Fuente:
arXiv
Saved in:
| Main Authors: | Goeau, Herve, Bonnet, Pierre, Joly, Alexis |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Plant identification in an open-world (LifeCLEF 2016)
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
LifeCLEF Plant Identification Task 2015
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of LifeCLEF Plant Identification task 2020
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
LifeCLEF Plant Identification Task 2014
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of PlantCLEF 2022: Image-based plant identification at global scale
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of PlantCLEF 2021: cross-domain plant identification
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images
by: Goeau, Herve, et al.
Published: (2025)
by: Goeau, Herve, et al.
Published: (2025)
Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images
by: Martellucci, Giulio, et al.
Published: (2025)
by: Martellucci, Giulio, et al.
Published: (2025)
Self-Supervised Learning of Plant Image Representations
by: Moummad, Ilyass, et al.
Published: (2026)
by: Moummad, Ilyass, et al.
Published: (2026)
Energy-Efficient Plant Monitoring via Knowledge Distillation
by: Moummad, Ilyass, et al.
Published: (2026)
by: Moummad, Ilyass, et al.
Published: (2026)
Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing
by: Botella, Christophe, et al.
Published: (2025)
by: Botella, Christophe, et al.
Published: (2025)
Image Hashing via Cross-View Code Alignment in the Age of Foundation Models
by: Moummad, Ilyass, et al.
Published: (2025)
by: Moummad, Ilyass, et al.
Published: (2025)
Compact Hypercube Embeddings for Fast Text-based Wildlife Observation Retrieval
by: Moummad, Ilyass, et al.
Published: (2026)
by: Moummad, Ilyass, et al.
Published: (2026)
GeoPlant: Spatial Plant Species Prediction Dataset
by: Picek, Lukas, et al.
Published: (2024)
by: Picek, Lukas, et al.
Published: (2024)
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024
by: Miyaguchi, Anthony, et al.
Published: (2024)
by: Miyaguchi, Anthony, et al.
Published: (2024)
Unlocking Zero-Shot Plant Segmentation with Pl@ntNet Intelligence
by: Ravé, Simon, et al.
Published: (2025)
by: Ravé, Simon, et al.
Published: (2025)
DS@GT AnimalCLEF: Triplet Learning over ViT Manifolds with Nearest Neighbor Classification for Animal Re-identification
by: Miyaguchi, Anthony, et al.
Published: (2025)
by: Miyaguchi, Anthony, et al.
Published: (2025)
Mapping biodiversity at very-high resolution in Europe
by: Leblanc, César, et al.
Published: (2025)
by: Leblanc, César, et al.
Published: (2025)
An accurate detection is not all you need to combat label noise in web-noisy datasets
by: Albert, Paul, et al.
Published: (2024)
by: Albert, Paul, et al.
Published: (2024)
Training point-based deep learning networks for forest segmentation with synthetic data
by: Capua, Francisco Raverta, et al.
Published: (2024)
by: Capua, Francisco Raverta, et al.
Published: (2024)
Perceptive self-supervised learning network for noisy image watermark removal
by: Tian, Chunwei, et al.
Published: (2024)
by: Tian, Chunwei, et al.
Published: (2024)
Small data deep learning methodology for in-field disease detection
by: Herrera-Poyato, David, et al.
Published: (2024)
by: Herrera-Poyato, David, et al.
Published: (2024)
ACD-U: Asymmetric co-teaching with machine unlearning for robust learning with noisy labels
by: Fukunaga, Reo, et al.
Published: (2026)
by: Fukunaga, Reo, et al.
Published: (2026)
Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
by: Zielinski, Kallil M., et al.
Published: (2024)
by: Zielinski, Kallil M., et al.
Published: (2024)
Positive-First Most Ambiguous: A Simple Active Learning Criterion for Interactive Retrieval of Rare Categories
by: Zaher, Kawtar, et al.
Published: (2026)
by: Zaher, Kawtar, et al.
Published: (2026)
Revisiting Human-in-the-Loop Object Retrieval with Pre-Trained Vision Transformers
by: Zaher, Kawtar, et al.
Published: (2026)
by: Zaher, Kawtar, et al.
Published: (2026)
Towards general deep-learning-based tree instance segmentation models
by: Henrich, Jonathan, et al.
Published: (2024)
by: Henrich, Jonathan, et al.
Published: (2024)
Enhancing deep learning performance on burned area delineation from SPOT-6/7 imagery for emergency management
by: Rodriguez, Maria, et al.
Published: (2025)
by: Rodriguez, Maria, et al.
Published: (2025)
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models
by: Calle, Paul, et al.
Published: (2025)
by: Calle, Paul, et al.
Published: (2025)
Automated interictal epileptic spike detection from simple and noisy annotations in MEG data
by: Mouches, Pauline, et al.
Published: (2025)
by: Mouches, Pauline, et al.
Published: (2025)
Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images
by: Jiang, Jue, et al.
Published: (2026)
by: Jiang, Jue, et al.
Published: (2026)
Generation of BIM data based on the automatic detection, identification and localization of lamps in buildings
by: Troncoso-Pastoriza, Francisco, et al.
Published: (2023)
by: Troncoso-Pastoriza, Francisco, et al.
Published: (2023)
Automatic location detection based on deep learning
by: Karangiya, Anjali, et al.
Published: (2024)
by: Karangiya, Anjali, et al.
Published: (2024)
Post-hoc and manifold explanations analysis of facial expression data based on deep learning
by: Xiao, Yang
Published: (2024)
by: Xiao, Yang
Published: (2024)
Linking in Style: Understanding learned features in deep learning models
by: Wehrheim, Maren H., et al.
Published: (2024)
by: Wehrheim, Maren H., et al.
Published: (2024)
Dense outlier detection and open-set recognition based on training with noisy negative images
by: Bevandić, Petra, et al.
Published: (2021)
by: Bevandić, Petra, et al.
Published: (2021)
Automated identification of Ichneumonoidea wasps via YOLO-based deep learning: Integrating HiresCam for Explainable AI
by: Pinheiro, Joao Manoel Herrera, et al.
Published: (2026)
by: Pinheiro, Joao Manoel Herrera, et al.
Published: (2026)
Similar Items
-
Plant identification in an open-world (LifeCLEF 2016)
by: Goeau, Herve, et al.
Published: (2025) -
LifeCLEF Plant Identification Task 2015
by: Goeau, Herve, et al.
Published: (2025) -
Overview of LifeCLEF Plant Identification task 2020
by: Goeau, Herve, et al.
Published: (2025) -
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
by: Goeau, Herve, et al.
Published: (2025) -
LifeCLEF Plant Identification Task 2014
by: Goeau, Herve, et al.
Published: (2025)