datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
osm-polygon-wikidata-only
OSM Polygon Wikidata, Wikipedia and Wikivoyage
OSM polygons carrying wikidata=*, enriched with multilingual Wikipedia and Wikivoyage documents. The published tables preserve regional records and provenance.
Source code: GitHub repository.
Dataset snapshot
Metric
Value
Polygon rows across regional extracts
1,184,110
Unique polygon identities (osm_type, osm_id)
1,157,841
Polygons with successful non-empty text (unique OSM identities)
650,663… See the full description on the dataset page: https://huggingface.co/datasets/NoeFlandre/osm-polygon-wikidata-only.osmqwopus-dflash-article-assetsOSMa-Bench_dataset
OSMa-Bench Dataset
Project Page | Paper | Code
OSMa-Bench (Open Semantic Mapping Benchmark) dataset is a fully automatically generated dataset for evaluating the robustness of open semantic mapping and segmentation systems under varying indoor lighting conditions and robot movement dynamics. This dataset is part of OSMa-Bench pipeline.
Dataset Summary
This dataset provides simulated RGB-D and semantically annotated posed sequences for evaluation of semantic mapping and… See the full description on the dataset page: https://huggingface.co/datasets/warmhammer/OSMa-Bench_dataset.osm-polygon-image-tag
OSM Polygon Image Tag
This dataset connects OpenStreetMap polygons to image references found in their
tags. It contains closed ways and relations only.
The release has three files:
polygons: one current row per OSM type and ID, including its geometry and
all original tags.
images: one row for each unique provider image. It keeps the provider's
reference and, when available, a direct image URL.
polygon_images: the links between features and images. This is a separate
file. One… See the full description on the dataset page: https://huggingface.co/datasets/NoeFlandre/osm-polygon-image-tag.FLAIR_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.OsmanlicaEkmekveNisastaKitabi
Osmanlıca Ekmek ve Nişasta Kitabı Veri Seti
Bu veri seti, 1331 (1915) yılında Matbaa-i Âmire tarafından basılan, İzmir mebusu ve Dârülmuallimât sanayi-i ziraiye muallimi İhsan Bey tarafından yazılan "Kadınlara Amelî Sanayi-i Ziraiye Dersleri: Cüz 5 - Ekmek ve Nişastacılık Sanatı" kitabının görsellerini, Osmanlıca transkripsiyonunu ve (parantez içinde) günümüz Türkçesi sadeleştirmelerini/çevirilerini içerir.
Veri Seti Yapısı
image: Kitap sayfasının orijinal yüksek… See the full description on the dataset page: https://huggingface.co/datasets/dijitaltarimkutuphanesi/OsmanlicaEkmekveNisastaKitabi.OsmanlicaEkmekveNisastaKitabi
Osmanlıca Ekmek ve Nişasta Kitabı Veri Seti
Bu veri seti, 1331 (1915) yılında Matbaa-i Âmire tarafından basılan, İzmir mebusu ve Dârülmuallimât sanayi-i ziraiye muallimi İhsan Bey tarafından yazılan "Kadınlara Amelî Sanayi-i Ziraiye Dersleri: Cüz 5 - Ekmek ve Nişastacılık Sanatı" kitabının görsellerini, Osmanlıca transkripsiyonunu ve (parantez içinde) günümüz Türkçesi sadeleştirmelerini/çevirilerini içerir.
Veri Seti Yapısı
image: Kitap sayfasının orijinal yüksek… See the full description on the dataset page: https://huggingface.co/datasets/OttomanNLP/OsmanlicaEkmekveNisastaKitabi.osm-polygon-wikidata-and-wikipedia-trackio-dataosm-europe-1k
OSM-Europe-1k
A 1,000-image street-level geolocation benchmark for Europe, sampled from
the OpenStreetView-5M (OSV-5M)
test split. Intended as a contamination-free, openly-licensed reference set
for evaluating image→GPS models. Companion benchmark to a master's thesis at
FH JOANNEUM (Florian Leber, 2026).
What's in this repo:
The 1,000 OSM/Mapillary image bytes are bundled directly under
images/ (66 MB) — re-distribution is allowed by the upstream
CC-BY-SA 4.0 license, with… See the full description on the dataset page: https://huggingface.co/datasets/lebfla11/osm-europe-1k.osm-polygon-wikidata-only-trackio-dataOsmanlica_Nufus_Defteri
Devlet Arşivlerinde (BOA NFS-d 01237) Numarası İle Kayıtlı Nüfus Defteri Veri Seti
Bu veri setinin içeriğini oluşturduğu defter, Cumhurbaşkanlığı Osmanlı Arşivi’nde Nüfus Defterleri arasında, 1237 numara ile kayıtlıdır. 314 varaktan ibarettir. Deftere kayıtlı İvrindi'ye bağlı olan 70’ten fazla yerleşim yerinde 683 hanede 1614 kişi kayıtlıdır. Nüfusa göre en kalabalık yerler Akgedik, Dereçayır, Kocakışla, Kutludüğün, Gebeçınar, Akçal’dır. Bu köylerde sabi nüfus da sayı… See the full description on the dataset page: https://huggingface.co/datasets/mbilir/Osmanlica_Nufus_Defteri.osm-swimming-pools
osm-swimming-pools
Detect swimming_pools in satellite images.
Created with osm-ai-helper.
TRAIN_AREA: Galicia
VAL_AREA: Viana do Castelo
Ground Truth Bounding Boxes
Downloaded from OpenStreetMap. LICENSE: https://www.openstreetmap.org/copyright
Used the leisure=swimming_pool OpenStreetMap tags. Discarded the elements matching {'location': 'indoor'}.
Satellite Images
Downloaded from Mapbox. LICENSE:… See the full description on the dataset page: https://huggingface.co/datasets/mozilla-ai/osm-swimming-pools.osm-sketchmaps
Hand-Drawn Sketch Maps on OpenStreetMap Basemaps
Overview
This dataset contains hand-drawn annotations over OpenStreetMap (OSM) basemaps created for evaluating automatic extraction of user-added markings in participatory mapping workflows.
It is provided as the review subset accompanying an anonymous research submission.
The goal is to detect newly drawn markings (e.g., lines, symbols, shapes) added by participants on printed maps and later digitized through scanning or… See the full description on the dataset page: https://huggingface.co/datasets/solo2307/osm-sketchmaps.ghibliChartFormerosm-swimming-pools
osm-swimming-pools
Detect swimming_pools in satellite images.
Created with osm-ai-helper.
Ground Truth Bounding Boxes
Downloaded from OpenStreetMap. LICENSE: https://www.openstreetmap.org/copyright
Used the leisure=swimming_pool OpenStreetMap tags. Discarded the elements matching {'location': 'indoor'}.
Satellite Images
Downloaded from Mapbox. LICENSE: https://docs.mapbox.com/data/tilesets/guides/imagery/#trace-satellite-imagery
Used a zoom level of 18.animegirlshelvipad
HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation
The Helvipad dataset is a real-world stereo dataset designed for omnidirectional depth estimation. It comprises 39,553 paired equirectangular images captured using a top-bottom 360° camera setup and corresponding pixel-wise depth and disparity labels derived from LiDAR point clouds. The dataset spans diverse indoor and outdoor scenes under varying lighting conditions, including night-time environments.… See the full description on the dataset page: https://huggingface.co/datasets/osmedi/helvipad.