datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
eurosatRedistributed without modification from https://github.com/phelber/EuroSAT.
EuroSAT100 is a subset of EuroSATallBands containing only 100 images. It is intended for tutorials and demonstrations, not for benchmarking.
Camelyon16_MIL
CAMELYON16 - Multiple Instance Learning (MIL)
Important. This dataset is part of the torchmil library.
This repository provides an adapted version of the CAMELYON16 dataset tailored for Multiple Instance Learning (MIL). It is designed for use with the CAMELYON16Dataset class from the torchmil library. CAMELYON16 is a widely used benchmark in MIL research, making this adaptation particularly valuable for developing and evaluating MIL models.
About the Original CAMELYON16… See the full description on the dataset page: https://huggingface.co/datasets/torchmil/Camelyon16_MIL.ucmercedRedistributed from http://weegee.vision.ucmerced.edu/datasets/landuse.html without modification. See https://www.usgs.gov/faqs/what-are-terms-uselicensing-map-services-and-data-national-map for license.
CIFAR-CThe license is to the original authors (see below)!
This repository contains the CIFAR-10-C dataset from Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. We are currently hosting it on Hugging Face due to an increased latency from Zenodo.
We are not the original authors. If you find this useful in your research, please consider citing:
@article{hendrycks2019robustness,
title={Benchmarking Neural Network Robustness to Common Corruptions and Perturbations}… See the full description on the dataset page: https://huggingface.co/datasets/torch-uncertainty/CIFAR-C.s2-100k
S2-100K
A complete re-host of the S2-100K dataset used to train SatCLIP (Klemmer et al., 2023).
100,000 globally sampled multi-spectral Sentinel-2 L2A image patches (256×256 px, 12 bands, uint16), with longitude/latitude coordinates for each patch.
Why this re-host?
The original Microsoft-hosted blob (https://satclip.blob.core.windows.net/...) is the canonical source. The only public mirror, davanstrien/satclip, is missing some patches (discussion). This repo is a… See the full description on the dataset page: https://huggingface.co/datasets/torchgeo/s2-100k.PANDA_MIL
PANDA - Multiple Instance Learning (MIL)
Important. This dataset is part of the torchmil library.
This repository provides an adapted version of the Prostate cANcer graDe Assessment (PANDA) dataset tailored for Multiple Instance Learning (MIL). It is designed for use with the PANDAMILDataset class from the torchmil library. PANDA is a widely used benchmark in MIL research, making this adaptation particularly valuable for developing and evaluating MIL models.
About the… See the full description on the dataset page: https://huggingface.co/datasets/torchmil/PANDA_MIL.PatternNetRedistribution of the PatternNet dataset without modification. See original documentation for details.
RSNA_ICH_MIL
RSNA-ICH - Multiple Instance Learning (MIL)
Important. This dataset is part of the torchmil library.
This repository provides an adapted version of the RSNA Intra-Cranial Hemorrhage (RSNA-ICH) Detection dataset tailored for Multiple Instance Learning (MIL). It is designed for use with the RSNAMILDataset class from the torchmil library. RSNA-ICH is a widely used benchmark in MIL research, making this adaptation particularly valuable for developing and evaluating MIL models.… See the full description on the dataset page: https://huggingface.co/datasets/torchmil/RSNA_ICH_MIL.