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Image classification, object detection, segmentation, face recognition, OCR, image generation, video understanding
17,647 datasets
Fruit 360 is a dataset of 90,380 images of 131 fruits and vegetables. This subset contains images for 10 specific fruits and vegetables, with each image being a 100x100 pixel RGB color image. The dataset was created by Kaivan Kamali at Pennsylvania State University using utilities from the original work by H. Muresan and M. Oltean.
Surficial seabed sediment samples from over 350 locations across Australia's western, northern, and eastern continental margins. The dataset includes parameters for organic matter source, concentration, and bioavailability, collected during federal government surveys between 2007 and 2014. It was published by the Australian Ocean Data Network to establish biogeochemical baselines and link sediment properties to water column characteristics.
Monthly sampling from 2008 to present for seven Australian coastal sites, with historical data extending back to 1944 for three locations. The dataset comprises measurements of Secchi Depth and Total Suspended Solids (inorganic and organic components) collected by the Integrated Marine Observing Systems (IMOS) National Mooring Network. Data storage and access is planned to be interoperable with other national and international programs through the IMOS Infrastructure.
Nine Australian coastal stations provide phytoplankton pigment composition data from water column samples collected monthly since 2008. The dataset is part of the Integrated Marine Observing System's National Reference Station network and includes historical data from CSIRO's coastal monitoring program for three sites. Sampling is ongoing at seven sites, having ceased at Ningaloo and Esperance in 2013.
Picoplankton data analyzed by flow cytometry from monthly water samples collected at nine Australian coastal stations. Sampling began between 2008 and 2010 and is ongoing at seven sites, with two sites ceasing in 2013. The dataset is part of the Integrated Marine Observing Systems (IMOS) National Reference Station network.
The Project on Human Development in Chicago Neighborhoods (PHDCN) Gangs instrument collected survey data on neighborhood gangs and personal gang involvement. It was administered to over 6,000 randomly selected children, adolescents, and young adults and their caregivers between 2000 and 2002 as part of a longitudinal cohort study. The data was collected by researcher Felton J. Earls of Harvard University to examine factors leading toward or away from antisocial behaviors.
Sequential dissolution data quantifies organic carbon bound to metal oxides versus silicate clay in contrasting wetland and upland soils. The dataset, from a study by Erxiong Zhu of the Chinese Academy of Sciences, suggests metal oxides play a greater role in soil carbon protection than silicate clay. Lignin phenol analysis indicates silicate clay dissolution may release an additional ~23% of lignin phenols from soils.
189 wells provide stratigraphic tops and interpretations for the Late Jurassic to Early Cretaceous Humber Group. The report, purchased by the OGA from Geostrat in 2017, includes a PDF, sequence maps, and well data in .csv and ArcGIS formats. The OGA has processed the data to integrate with its open data systems and provide Web Feature Services for automatic updates.
Human neural oscillations are organized according to golden ratio (Ο = 1.618) mathematics, with a fundamental frequency fβ β 7.6 Hz. This dataset contains results from two complementary studies analyzing 1,366 Schumann Ignition Events across 91 participants and 244,955 oscillatory peaks across 968 sessions, authored by Michael Lacy and last updated in June 2026. The findings support a 'substrate-ignition' model of brain activity.
A 2026 dataset by Michael Lacy, shared under CC-BY-4.0, presents evidence for golden ratio (Ο) mathematics in human neural oscillations. It aggregates findings from two complementary studies analyzing 1,366 Schumann Ignition Events and 244,955 oscillatory peaks across 968 EEG sessions. The data supports a model where neural frequencies follow a ΟβΏ architecture anchored to a fundamental frequency of 7.6 Hz.
Photo-identification records of individual southern right whales collected in southwestern Australia between 1991 and 2021. The data was collated and matched as part of a National Environmental Science Program (NESP) Marine and Coastal Hub study to update biologically important area classifications. The project provides evidence supporting the recognition of Flinders Bay and Geographe Bay as nationally significant aggregation areas.
42 palynological samples from a Lower Ordovician core in Western Australia's Canning Basin, collected by Geoscience Australia's Exploring for the Future program. Digital images accompany this record and include examples of acritarchs, cryptospores, graptolites, and other microfossils. The study assesses microfossil yield and preservation for regional and international stratigraphic correlation.
More than 170 satellite images from July 2002 to December 2016 map a key seasonal upwelling system off southern Australia. The data, with a spatial resolution of ~1km, includes Sea Surface Temperature and Chlorophyll-a imagery used to analyze the system's dynamics. This study was presented at the 2017 Australian Marine Science Association Conference and is hosted by the Australian Ocean Data Network.
Australian Ocean Data Network provides data on particulate organic carbon concentration from Antarctic waters south of the Polar Front. The dataset comprises three files with measurements from CTD deployments, including optical POC, ammonium, and carbon-to-nitrogen ratios. The record was last updated on 2026-07-13.
UK data.gov.uk hosts public requests for government datasets to be published as open data. The Cabinet Office collects these requests, which date back to September 2012, and provides two versions of the data with varying completeness. The dataset is licensed under OGL-UK-3.0.
Monthly data from NHS Digital tracks the performance of NHS-funded psychological therapy services for adults across England. This series replaced quarterly reports in 2015 to provide more frequent updates on service delivery. The release includes metrics on access rates, waiting times, and patient outcomes.
Behavioral data from a study examining the development of hemispheric specialization for face and word recognition. The dataset likely contains discrimination task results from children, young adolescents, and adults, with stimuli presented in different visual fields. The research was conducted by Marlene Behrmann of Carnegie Mellon University.
Biochemical and structural data from Yale University probing the interaction between the RHO GTPase CDC42 and the serine/threonine kinase PAK4. The dataset likely contains results from solution scattering and X-ray crystallography experiments. It reveals an extended binding interface beyond the canonical CRIB domain, influencing kinase activity.
9 spacecraft-years of Defense Meteorology Satellite Program measurements from the F15, F16, and F18 spacecraft between 2011 and 2014. Data includes magnetic perturbation, electric field, and ion drift velocity scaled from satellite to ionospheric altitude, organized in equal-area magnetic coordinate bins. L. M. Kilcommons of the University of Colorado Boulder created this dataset using the esabin Python library, and it includes hourly solar wind and geomagnetic activity parameters from NASA OMNIWeb.
A research paper from the paperswithcode platform investigates the roles of translational regulators GCN-1 and ABCF-3 in promoting programmed cell death in the model organism C. elegans. The study, authored by Takashi Hirose of MIT, explores their distinct pathway from canonical cell-death execution and their potential evolutionary conservation. The dataset likely consists of the associated research article and any supplementary materials.