datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Amazon_Sports_and_Outdoors_2023
Dataset Card for Dataset Name
Original dataset can be found on: https://amazon-reviews-2023.github.io/
Dataset Details
This dataset is downloaded from the link above, the category Sports and Outdoors meta dataset.
Dataset Description
This dataset is a refined version of the Amazon Sports and Outdoors 2023 meta dataset, which originally contained product metadata for sports and outdoors products that are sold on Amazon. The dataset includes detailed information… See the full description on the dataset page: https://huggingface.co/datasets/smartcat/Amazon_Sports_and_Outdoors_2023.outdoor-door-handle-push-pull-training-set-next-pack-1c340bea-fea6c091
Door Handle Detection & Push/Pull Direction — Training Pack
Training dataset to teach a robot to locate door handles and infer whether each door must be pushed or pulled to open. Renders staged in home and office environments (office, home entrance, break area) that frame doors with various handle types. Outputs RGB with metric depth and world-space normals for contact geometry, per-frame annotations (bounding boxes, camera pose), authored lighting, at 1024×1024. Targets object… See the full description on the dataset page: https://huggingface.co/datasets/physicl-community/outdoor-door-handle-push-pull-training-set-next-pack-1c340bea-fea6c091.coco-outdoor-intention
COCO Outdoor Intention Dataset
Outdoor/street scene images with human intention annotations for object interaction.
Dataset Description
This dataset is derived from COCO 2017, focusing on 27 outdoor object categories (vehicles, street furniture, sports equipment, etc.).
Each sample contains an outdoor scene image, a target object, and 3 GPT-generated plausible human intentions for interacting with that object.
Splits
Split
Images/Queries
Source… See the full description on the dataset page: https://huggingface.co/datasets/Nanase1234/coco-outdoor-intention.Amazon_Sports_and_Outdoors_2014
Amazon Sports & Outdoors Dataset
Directory Structure
metadata: Contains product information.
reviews: Contains user reviews about the products.
filtered:
e5-base-v2_embeddings.jsonl: Contains "asin" and "embeddings" created with e5-base-v2.
metadata.jsonl: Contains "asin" and "text", where text is created from the title, description, brand, main category, and category.
reviews.jsonl: Contains "reviewerID", "reviewTime", and "asin". Reviews are filtered to include… See the full description on the dataset page: https://huggingface.co/datasets/milistu/Amazon_Sports_and_Outdoors_2014.Outdoor_VLNAmazon_Sports_and_Outdoors_2018
Amazon Sports & Outdoors Dataset
Directory Structure
metadata: Contains product information.
reviews: Contains user reviews about the products.
filtered:
e5-base-v2_embeddings.jsonl: Contains "asin" and "embeddings" created with e5-base-v2.
metadata.jsonl: Contains "asin" and "text", where text is created from the title, description, brand, main category, and category.
reviews.jsonl: Contains "reviewerID", "reviewTime", and "asin". Reviews are filtered to include only… See the full description on the dataset page: https://huggingface.co/datasets/smartcat/Amazon_Sports_and_Outdoors_2018.os-rfodg-outdoor-uav-synthetic-dataset-taif-saudi-arabia
UAV Trajectory Simulation Dataset for Terrain-Based Localization
Dataset Overview
This dataset contains simulated UAV flight data generated using ROS2, Gazebo, and PX4 autopilot system. The dataset features a quadcopter performing autonomous flight trajectories over realistic terrain imported from satellite imagery and Digital Elevation Model (DEM) maps of the Taif region in Saudi Arabia.
Dataset Files
The dataset contains:
7 trajectory CSV files:… See the full description on the dataset page: https://huggingface.co/datasets/riotu-lab/os-rfodg-outdoor-uav-synthetic-dataset-taif-saudi-arabia.165-People-CCTV-Re-ID-Data-in-Outdoor-Night-Scenes
Description
165명 규모의 실외 야간 CCTV Re-ID 데이터셋으로, 실제 실외 야간 모니터링 환경에서 수집된 데이터를 포함합니다. 데이터는 남성과 여성을 모두 포함하며, 아동부터 중년까지 다양한 연령대로 구성되어 있고 청년층을 중심으로 분포합니다. 데이터 모달리티는 RGB와 IR의 2가지 모달리티를 지원합니다.
어노테이션은 사람 신체의 직사각형 바운딩 박스와 15종의 인체 속성 정보를 포함합니다. 본 데이터셋은 Re-ID(Person Re-Identification) 등 다양한 컴퓨터 비전 모델의 학습 및 평가에 활용할 수 있습니다.
자세한 내용은 아래 링크를 참고해 주세요: https://ko.nexdata.ai/datasets/computervision/1811?source=hf.kr
Data size
165명, 인당 32장의 이미지에 대해 어노테이션 수행
Population… See the full description on the dataset page: https://huggingface.co/datasets/Nexdata-kr/165-People-CCTV-Re-ID-Data-in-Outdoor-Night-Scenes.indoor-outdoor-text
Indoor Outdoor Text Dataset
Dataset Summary
This dataset contains short English descriptions of places and everyday settings. Each description has a binary label: indoor or outdoor.
Purpose
The dataset was created for a course assignment on building and augmenting a text dataset. It is intended for demonstrating binary text classification and label-preserving text augmentation.
Composition
Each record contains:
text: a short English… See the full description on the dataset page: https://huggingface.co/datasets/srivathsanb14/indoor-outdoor-text.embodied_web_agent_outdoor_trajectoryXMRec_metadata_fr_Sports_and_Outdoors
Description
Cleaned version of the Office Products subset (metadata folder) of XMRec dataset.In particular, we have made the images available as PILs.
Possible use cases are :
text classification, using the categories column as a label
product recommendation using the related column
hybrid text/image search (cf. this Jina.ai blog post)
Original paper citation
@inproceedings{bonab2021crossmarket,
author = {Bonab, Hamed and Aliannejadi, Mohammad and Vardasbi, Ali… See the full description on the dataset page: https://huggingface.co/datasets/CATIE-AQ/XMRec_metadata_fr_Sports_and_Outdoors.komoot-hiking-outdoor-routes-scraper-sample-data
Komoot Hiking & Outdoor Routes Scraper
Scrapes hiking routes and outdoor tours from Komoot — Europe's leading outdoor navigation platform with 200M+ routes. Search by location or coordinates. Get distance, elevation, difficulty, ratings, surfaces and waypoints.
What the actor scrapes
Komoot Hiking & Outdoor Routes Scraper — Scrape Komoot Routes by Location or Coordinates Scrape hiking routes, cycling tours and outdoor activities from Komoot, Europe's leading… See the full description on the dataset page: https://huggingface.co/datasets/logiover/komoot-hiking-outdoor-routes-scraper-sample-data.Amazon-Reviews-2023-SR-L1O-Sports_and_OutdoorsoutdoorXMRec_reviews_fr_Sports_and_Outdoors
Description
Cleaned version of the Sports and Outdoors subset (reviews folder) of XMRec dataset.
Columns meaning:
asin is a code which can be used as a key to merge the dataset with XMRec_metadata_fr_Sports_and_Outdoors containing all the informations about the product to which the customer review refers
summary is the term used in the original dataset, can be seen as a preview of the review
reviewText contains the text of the review
overall is the customer's rating of the… See the full description on the dataset page: https://huggingface.co/datasets/CATIE-AQ/XMRec_reviews_fr_Sports_and_Outdoors.europe-owid-exposure-to-outdoor-air-pollution-in-urban-areas
Exposure To Outdoor Air Pollution In Urban Areas | Europe (Our World in Data)
🇪🇺 430 observations · 43 Europe countries · 2010–2019 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 430 observations of Exposure To Outdoor Air Pollution In Urban Areas data across 43 Europe countries, spanning 2010–2019.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Exposure To Outdoor Air… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-exposure-to-outdoor-air-pollution-in-urban-areas.africa-owid-outdoor-air-pollution-exposure
Outdoor Air Pollution Exposure | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-outdoor-air-pollution-exposure.africa-worldbank-location-of-cooking-outdoors-of-households-sg-cok-outd-zs
Location of cooking: outdoors (% of households) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-location-of-cooking-outdoors-of-households-sg-cok-outd-zs.africa-owid-exposure-to-outdoor-air-pollution-in-urban-areas
Exposure To Outdoor Air Pollution In Urban Areas | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-exposure-to-outdoor-air-pollution-in-urban-areas.asia-owid-outdoor-air-pollution-exposure
Outdoor Air Pollution Exposure | Asia (Our World in Data)
🌏 1,323 observations · 49 Asia countries · 1998–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,323 observations of Outdoor Air Pollution Exposure data across 49 Asia countries, spanning 1998–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Outdoor Air Pollution Exposure
Geographic coverage
49… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-outdoor-air-pollution-exposure.europe-owid-outdoor-air-pollution-exposure
Outdoor Air Pollution Exposure | Europe (Our World in Data)
🇪🇺 1,188 observations · 44 Europe countries · 1998–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,188 observations of Outdoor Air Pollution Exposure data across 44 Europe countries, spanning 1998–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Outdoor Air Pollution Exposure
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-outdoor-air-pollution-exposure.emma_outdoor_dataset2Amazon_Sports_and_Outdoors_2023
Dataset Card for Dataset Name
Original dataset can be found on: https://amazon-reviews-2023.github.io/
Dataset Details
This dataset is downloaded from the link above, the category Sports and Outdoors meta dataset.
Dataset Description
This dataset is a refined version of the Amazon Sports and Outdoors 2023 meta dataset, which originally contained product metadata for sports and outdoors products that are sold on Amazon. The dataset includes detailed information… See the full description on the dataset page: https://huggingface.co/datasets/Peter14352/Amazon_Sports_and_Outdoors_2023.