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Physics-based Simulations of 3D Wave Propagation with Source Variability: HEM...
The HEMEW^S-3D database contains 30,000 simulation results of the 3D elastic wave equation. This equation governs the propagation of waves in a 3D propagation medium. Elastic... -
Data from Hackathon "GenHack 3 Generative Modeling Challenge": Predicting mai...
Hackathon Overview The GenHack 3 is a data challenge organized by École Polytechnique in 2024. The task was to construct generative models for predicting maize crop... -
Expression and gene network datasets for benchmarking phenotype prediction
Companion simulated dataset for the preprint "Should we really use graph neural networks for transcriptomic prediction?" together with data obtained from the datasets:... -
Deep-learning-ready RGB-Depth imaging dataset of early-growth plants.
Dataset composed of RGB, Depth, and Infrared images acquired while monitoring the growth of tomatoes, beans and rapeseed. 11 trials were conducted from 14-01-2022 to 13-12-2022.... -
1 Month-long skylight polarization images dataset
A public database composed of real-world color polarimetric images of the sky in various weather condition over a month (~ 08-2022) in La Timone, Marseille More information in... -
Accompanying Code and Models for Chapter 5 of the PhD Thesis "Global Inferenc...
This release contains the source code used for Chapter 5 of the PhD thesis "Global Inference and Local Syntax Representations for Event Extraction". It contains the... -
Automatic mapping of national surface water with OpenStreetMap and Sentinel-2...
DATASET FOR JOURNAL PAPER (https://doi.org/10.1016/j.jag.2021.102571) Large-scale mapping activities can benefit from the vastly increasing availability of earth observation... -
Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Da...
Electrolyzers-HSI Dataset Description: The Electrolyzers-HSI dataset is a multiscene RGB-Hyperspectral benchmark dataset comprising 55 scene of shredded Electrolyzers samples.... -
Terrestrial water storage on the South American continent: Data from numerica...
In Irrgang et al. (2020), we have trained a convolutional neural network to perform a so-called downscaling task. This downscaling aims to recover the fine-structure continental... -
1993-2019 hydrographic profiles and colocated satellite data in the Gulf Stream
This dataset contains a selection of the CORA database (http://doi.org/10.17882/46219) for the Gulf Stream Extension region, with several gridded products colocated at the time... -
satellIte phytoplaNkton Drivers In the Global Ocean over 1998-2015 (INDIGO Be...
This benchmark dataset contains the physical data used as predictors to reconstruct global chlorophyll-a concentrations (Chl, a proxy of phytoplankton biomass) in Roussillon et... -
ArtSeg-CHO-M4R: artifact segmentation in microscopy of ligand binding to M4 m...
The "ArtSeg-CHO-M4R, artifact segmentation in microscopy of ligand binding to M4 muscarinic receptor in live CHO-K1-hM4 cells" dataset contains microscopy images along with the... -
OSS-Net trained models
Trained OSS-Net models of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data". -
Fast Axiomatic Attribution for Neural Networks
Mitigating the dependence on spurious correlations present in the training dataset is a quickly emerging and important topic of deep learning. Recent approaches include priors... -
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in...
The increasing use of deep learning techniques has reduced interpretation time and, ideally, reduced interpreter bias by automatically deriving geological maps from digital... -
Automatic mapping of national surface water with OpenStreetMap and Sentinel-2...
DATASET FOR JOURNAL PAPER (https://doi.org/10.1016/j.jag.2021.102571) Large-scale mapping activities can benefit from the vastly increasing availability of earth observation... -
Accompanying Code and Models for Chapter 5 of the PhD Thesis "Global Inferenc...
This release contains the source code used for Chapter 5 of the PhD thesis "Global Inference and Local Syntax Representations for Event Extraction". It contains the... -
PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circu...
PCB-Vision Dataset Description: The PCB-Vision dataset is a multiscene RGB-Hyperspectral benchmark dataset comprising 53 Printed Circuit Boards (PCBs). The RGB images are... -
Classification of gravure printed patterns using convolutional neural network...
This dataset contains Python code ('code_DeepLearn_ImgClass.zip') for automated classification of gravure printed patterns from the HYPA-p dataset. The developed algorithm... -
Training polygons for mapping retrogressive thaw slumps in the Beiluhe region...
The shapefile contains 354 polygons which are boundaries of retrogressive thaw slumps (RTSs) and other land covers (non-RTS) in Beiluhe on the Tibetan Plateau for training a...
