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3D models, rendered datasets, physics simulation, digital twins, synthetic data generation, game engine data
1,412 datasets
Daniel Ströter provides a set of 50 CAD meshes of varying complexity, including rounded and sharp features at different scales. This data set is intended for evaluating the accuracy, speed, and robustness of reverse engineering methods. It was last updated on May 15, 2026.
Per-sample Percent Spliced-In (PSI) matrix for Liver Sinusoidal Endothelial Cells (LSECs) from the GSE289173 study. The dataset contains 75,924 rows and 4 columns, generated by author depinwang using SHIBA v0.8.2 on pseudobulk data from 48 samples. It compares 28 samples from patients with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) against 20 control samples.
Min Jae Lee's research data, uploaded to figshare in April 2026, examines the topological resilience of brain networks. The dataset likely contains graph-theoretical measures of EEG-based functional connectivity across six frequency bands, derived from participants experiencing negative, neutral, and positive emotional states induced by virtual reality. Resilience was assessed by simulating targeted attacks and random failures on the networks.
A randomized controlled trial in China compared immersive virtual reality-assisted versus conventional anatomy training for 90 novice non-anesthesiology residents. The study measured endotracheal intubation performance on a simulator, knowledge scores, and participant evaluations. The dataset, authored by Xu-Feng Zhang, was last updated in April 2026.
Zooplankton biomass and community composition data are collected monthly at nine reference stations around the Australian coastline. The dataset is produced by the Integrated Marine Observing System (IMOS) National Mooring Network, with sampling conducted regularly since at least 2002 for some stations. Data storage and access are designed to be interoperable with other national and international oceanographic programs.
IMOS National Reference Station (NRS) - Zooplankton Biomass contains analyzed samples from a long-term marine monitoring program. The Australian Ocean Data Network manages data from nine coastal stations sampled monthly, with some locations sampled every three months, using standardized drop nets. Analyses include community composition, dry weight biomass, and size spectrum measurements for zooplankton.
Eight 3D reconstructions of mussel bed transects captured by GoPro cameras at two sites in New Zealand. The dataset includes textured model files (.PLY) with properties denoting manually segmented mussel mesh nodes and geodesic distances from mussel groupings. It was created by Mihailo Azhar and colleagues, with details published in a related scientific paper.
A high-density 3D point cloud of the Kerr Hall building at Toronto Metropolitan University, captured at 162 points per square meter. The data was collected on May 7, 2026, using a DJI M300 RTK vehicle equipped with a Zenmuse L1 sensor flying at 70 meters altitude. It is an unclassified but colourized point cloud provided in LAZ format, projected in the NAD 1983 CSRS UTM Zone 17N coordinate system.
87 one-hour stereo-Baited Remote Underwater Video (BRUV) samples were collected off the northwest coast of St. Lucia in February 2019. The survey, conducted by Cefas under the Commonwealth Marine Economies Programme, recorded demersal fish communities to a maximum depth of approximately 50 meters. Each station also recorded light and temperature data using a HOBO logger.
A digital terrain model (DTM) representing ground altimetry for Montreal as an irregular triangular mesh (TIN). The data is provided in XML, GML, and DXF formats for planning purposes, with decimeter-level detail. It serves as a foundational layer for 3D building models of the city.
IndustryShapes provides high-quality annotated RGB-D data for five challenging industrial objects. The objects are characterized by weak texture, reflective surfaces, symmetries, and thin structures, captured in realistic industrial assembly environments. Created by Voxel51, this dataset supports both instance-level and novel-object pose estimation approaches.
Geoscience Australia produced free Web-viewable 3D models integrating coastal spatial data. The models combine digital elevation models, multibeam bathymetry, sediment samples, benthic habitats, and satellite imagery for the Keppel Bay and Fitzroy River area in Queensland, Australia. They use the open-source ISO standard Virtual Reality Modelling Language (VRML) file format.
A dataset containing fundamental material property parameters for fiber mesh fabric. The data is provided in an XLS file sized 5.5 KB and was authored by Chunxiang Guo. It was last updated on May 18, 2026.
A 2009 voyage from Nelson, New Zealand to Devonport, Australia collected biological and acoustic data in the Tasman Sea. The dataset likely contains micronekton samples from stratified net deployments, acoustic reflectivity logs from a 38 kHz echosounder, and concurrent optical images from an Acoustic-Optical System. Data was gathered over five days in June 2009 by CSIRO Marine and Atmospheric Research using the FV Rehua vessel.
1998 to present LIDAR surveys across England, with point cloud data available from 2006. The archive contains hundreds of millions to billions of 3D points with x, y, z coordinates and component attributes, produced by the Environment Agency. Data is organized into 5km ZIP files containing LAZ files aligned to the Ordnance Survey grid for each survey year.
A three-dimensional volumetric model of the northwest Paterson Orogen in Western Australia constructed using 3D Geomodeller software. The model focuses on the Cottesloe Syncline district and was built by members of the Paterson Project and specialists within Geoscience Australia. The resultant model, including sections, maps, and images, was exported as VRML for broad accessibility.
TransPhy3D is a grouped dataset built from a random subset of the TransPhy3D test split. Each group contains one RGB video sequence paired with a merged 3D reconstruction of the same scene. The dataset was created by harpreetsahota and last updated on May 22, 2026.
Supplementary research materials from a study on texture-modified diets (levels 3-6) in a long-term care facility. The dataset contains processed nutritional composition data and statistical outputs generated in R version 4.3.3, authored by Gráinne Kent and last updated in May 2026. Files are provided in XLSX format and do not contain identifiable participant information.
IRIS is a real-world dataset of 508 annotated images featuring 32 mechanical components, captured across four distinct industrial scenes. It is designed for studying sim-to-real transfer in robotic environments and includes assets for synthetic data generation. The dataset was created by moiaraya and was last updated on Hugging Face in May 2026.
LumiRD model data addresses common low-light enhancement failures like noise amplification and structural degradation. The 871.5 MB archive contains model-related files, likely including weights and evaluation results, authored by Shengyu Fang and uploaded in April 2026.