datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
twinicl-bench
TwinICL
38 tasks, each with 132 underlying examples rendered in eight variants: 40,128 rows in total.
Each row contains only:
task: a readable task name.
variant: the text style or image palette.
input_text: the text input, or null for image examples.
input_image: the image input, or null for text examples.
answer: the expected text answer.
The eight variants are lowercase/comma, lowercase/semicolon, uppercase/comma, uppercase/semicolon, and images in neutral, warm, cool, and… See the full description on the dataset page: https://huggingface.co/datasets/lab-flair/twinicl-bench.flair
Federated Learning Annotated Image Repository (FLAIR): A large labelled image dataset for benchmarking in federated learning
FLAIR was published at NeurIPS 2022 (paper)
(Preferred) Benchmarking FLAIR is available in pfl-research (repo, paper).
The ml-flair repo contains a setup for benchmarking with TensorFlow Federated and notebooks for exploring data.
FLAIR is a large dataset of images that captures a number of characteristics encountered in federated learning (FL) and… See the full description on the dataset page: https://huggingface.co/datasets/apple/flair.flair_testFlair-RSGenFLAIR_1_osm_clip
Dataset Card for "FLAIR_OSM_CLIP"
Dataset for the Seg2Sat model: https://github.com/RubenGres/Seg2Sat
Derived from FLAIR#1 train split.
This dataset incudes the following features:
image: FLAIR#1 .tif files RBG bands converted into a more managable jpg format
segmentation: FLAIR#1 segmentation converted to JPG using the LUT from the documentation
metadata: OSM metadata for the centroid of the image
clip_label: CLIP ViT-H description
class_rep: ratio of appearance of each class in… See the full description on the dataset page: https://huggingface.co/datasets/IGNF/FLAIR_1_osm_clip.BraTS20_flair_axial
Dataset Card for "BraTS20_flair_axial"
More Information needed
FLAIR1_mmseg
FLAIR#1 Dataset for MMSegmentation
This repository provides the Official FLAIR#1 dataset, formatted for compatibility with the MMSegmentation framework. The dataset is structured to maintain the original folder hierarchy as required by MMSegmentation.
Structure
Ensure that the dataset is organized as follows after extraction:
flair/
├── images/
│ ├── train/
│ ├── images/
│ └── masks/
│ ├── val/
│ ├── images/
│ └── masks/
│ └── test/
│… See the full description on the dataset page: https://huggingface.co/datasets/heig-vd-geo/FLAIR1_mmseg.flair_axial_patches
Dataset Card for "flair_axial_patches"
More Information needed
rs_seg_flairbrats-flair-mri-bbox