datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
spacenet7
GeoBench-2 Dataset License Attribution
Dataset Name: m-SpaceNet7Original Dataset Name: SpaceNet7 (Multi-Temporal Urban Development / MUDS)Original Source: https://spacenet.ai/sn7-challenge/Related Publication(s): Van Etten et al. “The SpaceNet Multi-Temporal Urban Development Challenge.” NeurIPS 2020 Competition Proceedings (PDF)
Licensing
Annotation License: CC BY-SA 4.0 (as declared in dataset announcements)
Image License: Planet Labs imagery under CC BY-SA… See the full description on the dataset page: https://huggingface.co/datasets/aialliance/spacenet7.spacenet-rio
SpaceNet (Rio de Janeiro) - Building Detection
This dataset contains high-resolution satellite imagery and corresponding building footprint annotations for (Rio de Janeiro) from the SpaceNet Building Detection Challenge. It is designed for training deep learning models for semantic segmentation and building footprint extraction.
Dataset Details
Total Tiles: 6,940 image tiles
Imagery Types:
3-band (RGB) Pan-sharpened GeoTIFFs (high spatial resolution)
8-band… See the full description on the dataset page: https://huggingface.co/datasets/harshinde/spacenet-rio.spacenet-buildings-vegas-smoketest-sample
SpaceNet Buildings (Vegas) — 20-Chip Smoke-Test Sample
This is a tiny 20-chip sample, not a full dataset. It exists to reproducibly
smoke-test a U-Net vs YOLO building-detection training pipeline end-to-end — not to
train a real model. See the companion model repo
khalilurrahmanridoykhan/unet-vs-yolo-buildings-smoketest
and the source code at
github.com/khalilurrrahmanridoykhan/best-model-for-satellite-imagery.
Source and license
Derived from SpaceNet Buildings v2… See the full description on the dataset page: https://huggingface.co/datasets/khalilurrahmanridoykhan/spacenet-buildings-vegas-smoketest-sample.spacenet2spacenet2
GeoBench-2 Dataset License Attribution
Dataset Name: m-SpaceNet2Original Dataset Name: SpaceNet2Original Source: https://spacenet.ai/spacenet-buildings-dataset-v2/Related Publication(s): https://arxiv.org/abs/1807.01232
Licensing
Annotation License: CC BY-SA 4.0 (as declared by SpaceNet)
Image License: The SpaceNet dataset is licensed under CC BY-SA 4.0 (applies to imagery via the “SpaceNet Dataset by SpaceNet Partners”)
Declared By Original Provider:… See the full description on the dataset page: https://huggingface.co/datasets/aialliance/spacenet2.doge-spacenet-testspacenet8SpaceNet9spacenet-road-dataset##Quickstart
'''python
from datasets import load_dataset
loads directly from the Hub
ds = load_dataset("micahter/spacenet-road-dataset")
spacenet3SpaceNetspacenet-road-primitivesroof-spacenet-mini