A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
Fuente:
arXiv
Saved in:
| Main Authors: | Sykas, Dimitrios, Sdraka, Maria, Zografakis, Dimitrios, Papoutsis, Ioannis |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2
by: Sdraka, Maria, et al.
Published: (2023)
by: Sdraka, Maria, et al.
Published: (2023)
Magnifying change: Rapid burn scar mapping with multi-resolution, multi-source satellite imagery
by: Sdraka, Maria, et al.
Published: (2026)
by: Sdraka, Maria, et al.
Published: (2026)
Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023)
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023)
Thalia: A Global, Multi-Modal Dataset for Volcanic Activity Monitoring
by: Papadopoulos, Nikolas, et al.
Published: (2025)
by: Papadopoulos, Nikolas, et al.
Published: (2025)
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
by: Zavras, Angelos, et al.
Published: (2024)
by: Zavras, Angelos, et al.
Published: (2024)
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
by: Zavras, Angelos, et al.
Published: (2025)
by: Zavras, Angelos, et al.
Published: (2025)
TeleViT1.0: Teleconnection-aware Vision Transformers for Subseasonal to Seasonal Wildfire Pattern Forecasts
by: Prapas, Ioannis, et al.
Published: (2025)
by: Prapas, Ioannis, et al.
Published: (2025)
DeepSea MOT: A benchmark dataset for multi-object tracking on deep-sea video
by: Barnard, Kevin, et al.
Published: (2025)
by: Barnard, Kevin, et al.
Published: (2025)
FungiTastic: A multi-modal dataset and benchmark for image categorization
by: Picek, Lukas, et al.
Published: (2024)
by: Picek, Lukas, et al.
Published: (2024)
A multi-center analysis of deep learning methods for video polyp detection and segmentation
by: Ghatwary, Noha, et al.
Published: (2026)
by: Ghatwary, Noha, et al.
Published: (2026)
A multi-temporal multi-spectral attention-augmented deep convolution neural network with contrastive learning for crop yield prediction
by: Dangi, Shalini, et al.
Published: (2025)
by: Dangi, Shalini, et al.
Published: (2025)
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort
by: Yao, Tina, et al.
Published: (2025)
by: Yao, Tina, et al.
Published: (2025)
Monitoring digestate application on agricultural crops using Sentinel-2 Satellite imagery
by: Kalogeras, Andreas, et al.
Published: (2025)
by: Kalogeras, Andreas, et al.
Published: (2025)
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks
by: Michail, Dimitrios, et al.
Published: (2024)
by: Michail, Dimitrios, et al.
Published: (2024)
A benchmark dataset for deep learning-based airplane detection: HRPlanes
by: Bakirman, Tolga, et al.
Published: (2022)
by: Bakirman, Tolga, et al.
Published: (2022)
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery
by: Alisjahbana, Irene, et al.
Published: (2024)
by: Alisjahbana, Irene, et al.
Published: (2024)
Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms
by: Taher, Josef, et al.
Published: (2025)
by: Taher, Josef, et al.
Published: (2025)
FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction
by: Michail, Dimitrios, et al.
Published: (2025)
by: Michail, Dimitrios, et al.
Published: (2025)
A large-scale image-text dataset benchmark for farmland segmentation
by: Tao, Chao, et al.
Published: (2025)
by: Tao, Chao, et al.
Published: (2025)
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset
by: Petzsche, Moritz Roman Hernandez, et al.
Published: (2022)
by: Petzsche, Moritz Roman Hernandez, et al.
Published: (2022)
AI-driven multi-source data fusion for algal bloom severity classification in small inland water bodies: Leveraging Sentinel-2, DEM, and NOAA climate data
by: Nasios, Ioannis
Published: (2025)
by: Nasios, Ioannis
Published: (2025)
Semantic segmentation on multi-resolution optical and microwave data using deep learning
by: Singla, Jai G, et al.
Published: (2024)
by: Singla, Jai G, et al.
Published: (2024)
A deep learning framework for glomeruli segmentation with boundary attention
by: Elhaminia, Behnaz, et al.
Published: (2026)
by: Elhaminia, Behnaz, et al.
Published: (2026)
A region-wide, multi-year set of crop field boundary labels for Africa
by: Estes, L. D., et al.
Published: (2024)
by: Estes, L. D., et al.
Published: (2024)
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023)
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023)
On the Generalization of Representation Uncertainty in Earth Observation
by: Kondylatos, Spyros, et al.
Published: (2025)
by: Kondylatos, Spyros, et al.
Published: (2025)
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentation
by: Kumar, Avisha, et al.
Published: (2024)
by: Kumar, Avisha, et al.
Published: (2024)
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation
by: Sarker, Sushmita, et al.
Published: (2024)
by: Sarker, Sushmita, et al.
Published: (2024)
Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data
by: Kontogiorgakis, Ioannis, et al.
Published: (2025)
by: Kontogiorgakis, Ioannis, et al.
Published: (2025)
WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation
by: Handa, Palak, et al.
Published: (2024)
by: Handa, Palak, et al.
Published: (2024)
Multi-view learning for automatic classification of multi-wavelength auroral images
by: Yang, Qiuju, et al.
Published: (2023)
by: Yang, Qiuju, et al.
Published: (2023)
A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning
by: Shojaeezadeh, Shahab Aldin, et al.
Published: (2024)
by: Shojaeezadeh, Shahab Aldin, et al.
Published: (2024)
A deep learning pipeline for PAM50 subtype classification using histopathology images and multi-objective patch selection
by: Borji, Arezoo, et al.
Published: (2026)
by: Borji, Arezoo, et al.
Published: (2026)
Uncertainty-Aware Deep Learning for Wildfire Danger Forecasting
by: Kondylatos, Spyros, et al.
Published: (2025)
by: Kondylatos, Spyros, et al.
Published: (2025)
Improving satellite imagery segmentation using multiple Sentinel-2 revisits
by: Jindgar, Kartik, et al.
Published: (2024)
by: Jindgar, Kartik, et al.
Published: (2024)
ViewPCL: a point cloud based active learning method for multi-view segmentation
by: Hilaire, Christian, et al.
Published: (2025)
by: Hilaire, Christian, et al.
Published: (2025)
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning
by: Shao, Xinlei, et al.
Published: (2025)
by: Shao, Xinlei, et al.
Published: (2025)
Semantic segmentation of forest stands using deep learning
by: Sandum, Håkon Næss, et al.
Published: (2025)
by: Sandum, Håkon Næss, et al.
Published: (2025)
Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit
by: Kollias, Dimitrios, et al.
Published: (2024)
by: Kollias, Dimitrios, et al.
Published: (2024)
Multi-Modal Landslide Detection from Sentinel-1 SAR and Sentinel-2 Optical Imagery Using Multi-Encoder Vision Transformers and Ensemble Learning
by: Nasios, Ioannis
Published: (2026)
by: Nasios, Ioannis
Published: (2026)
Similar Items
-
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2
by: Sdraka, Maria, et al.
Published: (2023) -
Magnifying change: Rapid burn scar mapping with multi-resolution, multi-source satellite imagery
by: Sdraka, Maria, et al.
Published: (2026) -
Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023) -
Thalia: A Global, Multi-Modal Dataset for Volcanic Activity Monitoring
by: Papadopoulos, Nikolas, et al.
Published: (2025) -
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
by: Zavras, Angelos, et al.
Published: (2024)