ACDC is the Adverse Conditions Dataset with Correspondences and supports both standard and uncertainty-aware semantic segmentation
Archive of historically significant reports from the Aeronautical Research Council and the National Advisory Commitee for Aeronautics
Repository and archive for georeferenced data from earth system research
Collection of datasets for autonomous driving.
Labeled dataset from a car equipped with a multimodal sensor suite. The dataset features 2D image segmentation, 3D point clouds and bounding boxes as well as vehicle bus data.
Bibliography and institutional repository for publications by BAM scientists
Collection of datasets for machine learning in combustion modeling. API acces is via Kaggle.
Ontology repository for the material sciences
Boreas is multi-season autonomous driving dataset. API access is via AWS S3.
Also provides an archive for reports and scientific publications from BAW and WSV
CERN and HEP articles, reports, etc.
Includes benchmarks for testing, validation and verification of results, a list of codes, as well as basic learning resources
Also provides access to other repositories of french universities and research centers
Centre pour la Communication Scientifique Directe
Chemical structure database, access by API requires an account with RSC
Chemotion Repository provides an archive for materials, as well as a research data repository for samples, reactions and analyses
Repository containing various databases of different kinds of computational materials
The datasets contains scenes in adverse and challenging weather conditions
Metadata catalogue (Geonetwork) for spatially referenced resources.
Repository and archive for DOE funded software (business and scientific)
U.S. Department of Energy Office of Scientific and Technical Information
Institutional repository of the Universität Kassel
Database of adsorption characteristics of novel and emerging materials, includes isotherm visualisation
Database of Novel and Emerging Adsorbent Materials
Curated general-purpose repository, software submissions are published on Zenodo
Overview of currently available ELN software solutions. Still in development.
Privately curated online database of various wood species and their characteristics, usage, etc.
Repository, archive and encyclopedia of novel materials, also provides an AI toolkit to facilitate research on novel materials
In active development, first services are available as beta versions
Repository and archive of scientific publications from the earth sciences (including grey literature and maps, amongst others)
Provides resources for research of special cartographic literature, some services require registration
Fachinformationsdienst Kartographie und Geobasisdaten
Integrated interface to MaterialHub and TIB search portal, service is currently being set up
Fachinformationsdienst Materialwissenschaft und Werkstofftechnik
Provides a central search interface to information sources of interest to mathematicians: library catalogues, preprint servers, journals, etc.
Research data repository for the field of mobility and transport research
Repository and search interface to various sources relevant to the field of mobility and transport research
Fachinformationsdienst Mobilitäts- und Verkehrsforschung
Database for completely identified inorganic crystal structures. Access requires a license.
API access only includes metadata
Database about mathematical software
FIZ Karlsruhe – Leibniz-Institut für Informationsinfrastruktur
Abstracting and reviewing service in pure and applied mathematics, also covers applications in the natural sciences, computer science, economics and engineering
The dataset contains data from multiple vehicles in a variety of driving and weather conditions
Research data repository of the Fraunhofer association. Upload possible for Fraunhofer employees and their project partners.
Research data repository for researchers at Leibniz Universität Hannover (LUH)
Research data repository for the earth and environmental sciences, accepts research data as well as scientific software
Database of (calculated) properties of Heusler alloys
Localization data in challenging urban environments
UrbanLoco – A Full Sensor Suite Dataset for Mapping and Localization in Urban Scenes
Institutional repository open to members and alumni of LUH
Institutionelles Repositorium der Leibniz Universität Hannover
Electronic publishing platform for academic institutions from Japan
Curated repository of interatomic potentials and framework to facilitate molecular simulation.
Data and metadata repository for NFDI-MatWerk. File size limit for the metadata repository is 10MB.
Also publishes collections of special interest of TU Braunschweig and regional institutions
Database of (computational) materials properties
Materials research repository with partners from science and industry
OPTIMADE is the Open Database Integration for Materials Design
Database of computed information about materials, both known and predicted.
The dataset contains data from 50 different cities and focusses on semantic understanding of urban scenes. Download requires an account.
Max Planck Society for the Advancement of Science
Ontology focused on the semantic description of research data in the engineering sciences
Information portal concerning everything about mining, raw materials, metallurgy, etc., cooperation with FiD GEO
The dataset complements the nuScenes dataset by providing a manually curated set of 2D annotated images. Download requires an account.
The dataset provides benchmark data for long-term motion prediction. Download requires an account.
The dataset contains manually curated scenes from diverse driving situations. Download requires an account.
nuScenes – A multimodal dataset for autonomous driving
Repository for civil engineering, architecture and urbanism.
Repository for engineering ontologies
Database with information about chemical structures, physical and chemical properties, toxicity, etc.
NMR database for organic structures
Collection of (computed) two dimensional materials
Database of DFT-calculated thermodynamic and structural material properties
Developed as part of the Open Energy Platform
Collection of tools for and information about energy system research
Research data repository and archive jointly operated by TU Dresden and TU Bergakademie Freiberg
Eprint server for engineering
Chemical reaction database of single-step organic reactions, still in development (12/2021)
Catalogue of reliable preparations of organic compounds
Radar extension to the Oxford RobotCar Dataset.
The dataset contains over 100 repetitions of the same fixed route. A SDK is provided.
Open Access repository of the German Physikalisch-Technische Bundesanstalt
Database of open access journals from Latin America, the Iberian Peninsula and South Africa
SciELO Scientific Electronic Library Online
Repository for deposition of research data published on SciELO
Dataset based on the KITTI Vision Benchmark for semantic scene understanding.
Repository which provides access to research documents for use in text and data mining applications. Currently in pilot operation.
Repository to publish, archive and research public records, documents, images as well as research data
Novel computer vision benchmarks. Access to the data requires an account
Autonomous Vision Group, Department of Computer Science, University of Tübingen
Repository of raw and processed NMR data
The dataset contains raw lidar and camera data. Download requires an account.
The dataset contains logs of other traffic agents and is aimed at training motion prediction models. Download requires an account.
Bibliography focused on computer science journals and proceedings
Schloss Dagstuhl – Leibniz-Zentrum für Informatik