datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cwicr-construction-rates
CWICR — Construction Works, Items, Costs & Resources
A multilingual, machine-readable database of national construction rate books for 30 countries / language locales. Each rate is fully decomposed into its work composition and resource breakdown (labour, machinery, materials), with unit prices, hierarchical classification, and physical parameters preserved in the source language.
This dataset is the tabular source-of-truth behind the cwicr-vector-db-bgem3-v3 Qdrant snapshots. Use… See the full description on the dataset page: https://huggingface.co/datasets/DataDrivenConstruction/cwicr-construction-rates.ConstructionSite
Dataset Card for ConstructionSite 10k
Dataset summary
The dataset consists of a total of 10,013 construction site images and their annotations. Among them, 7,009 images are assigned to the training split while 3,004 images are assigned to the test split.
If you use this dataset, we would appreciate you citing our work. See Citation information. We developed the dataset to test how well vision language models (VLMs) can understand construction site images and use their… See the full description on the dataset page: https://huggingface.co/datasets/LouisChen15/ConstructionSite.bdnb_2023-11.a_batiment_construction_FFO_METROPOLE_4326construction-safety-gsnvb
Dataset Card for construction-safety-gsnvb
** The original COCO dataset is stored at dataset.tar.gz**
Dataset Summary
construction-safety-gsnvb
Supported Tasks and Leaderboards
object-detection: The dataset can be used to train a model for Object Detection.
Languages
English
Dataset Structure
Data Instances
A data point comprises an image and its object annotations.
{
'image_id': 15,
'image':… See the full description on the dataset page: https://huggingface.co/datasets/Francesco/construction-safety-gsnvb.construction-site-robot-navigation-vla-training-next-pack-221fb1bd-ce8fc779
Aerial Outdoor Scenes for Drone Ice-on-Power-Line Detection (YOLO)
Training dataset for a drone-mounted YOLO model that detects ice accretion on power lines during aerial inspection. Renders are staged in outdoor open-air scenes at 1280x1280 with RGB, albedo and world-space normal (OpenGL, linear) passes, per-frame annotations (bounding boxes, camera pose, labels), and authored daylight. Note: the available environments do not frame actual power lines, so the set stands in for… See the full description on the dataset page: https://huggingface.co/datasets/physicl-community/construction-site-robot-navigation-vla-training-next-pack-221fb1bd-ce8fc779.ConstructionSiteCleanedDataSetConstructionSiteramanv-image-real-constructioncwicr-construction-rates
CWICR — Construction Works, Items, Costs & Resources
A multilingual, machine-readable database of national construction rate books for 30 countries / language locales. Each rate is fully decomposed into its work composition and resource breakdown (labour, machinery, materials), with unit prices, hierarchical classification, and physical parameters preserved in the source language.
This dataset is the tabular source-of-truth behind the cwicr-vector-db-bgem3-v3 Qdrant snapshots.… See the full description on the dataset page: https://huggingface.co/datasets/srii2829/cwicr-construction-rates.mars-construction-swarmThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"observation.image": {
"dtype": "image",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channels"
]
},
"observation.state": {
"dtype":… See the full description on the dataset page: https://huggingface.co/datasets/changminbark/mars-construction-swarm.ConstructionSiteafrica-egypt-capmas-average-retail-prices-for-key-construction-materials-aa8573d4
Average Retail Prices for Key Construction Materials | Africa (CAPMAS Egypt Open Data)
17,175 rows - 1 Africa country/area - 2010-2026 - 39 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 17,175 rows from CAPMAS Egypt Open Data, covering Average Retail Prices for Key Construction Materials. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-average-retail-prices-for-key-construction-materials-aa8573d4.mars-construction-armThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "mars_pick_place_arm",
"total_episodes": 1,
"total_frames": 1625,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/changminbark/mars-construction-arm.construction_pointsconstruction_resouce_calculation1
Dataset Card for "construction_resouce_calculation1"
More Information needed
mars-construction-printerThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "mars_3d_printer_arm",
"total_episodes": 1,
"total_frames": 557,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 10,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/changminbark/mars-construction-printer.code-construction-habitation
Code de la construction et de l'habitation, non-instruct (2025-09-20)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of free… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-construction-habitation.africa-egypt-capmas-construction-for-public-and-public-business-companies-5cee4675
Construction for Public and Public Business Companies | Africa (CAPMAS Egypt Open Data)
6,890 rows - 1 Africa country/area - 2010-2022 - 52 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6,890 rows from CAPMAS Egypt Open Data, covering Construction for Public and Public Business Companies. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-construction-for-public-and-public-business-companies-5cee4675.africa-synth-realestate-construction-costs-nigeria
Africa Synth Realestate Construction Costs Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: infrastructure_transport - 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-synth-realestate-construction-costs-nigeria.Constructionsafety_QApairsThis dataset was built based on the Construction Safety Guidelines published by KOSHA (Korean Occupational Safety and Health Administration).
This is virtual QA pair dataset generated by GPT-3.5-turbo.
africa-synth-realestate-construction-projects-nigeria
Africa Synth Realestate Construction Projects Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: infrastructure_transport - 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-synth-realestate-construction-projects-nigeria.africa-egypt-capmas-construction-for-private-sector-companies-f77b89b4
Construction for Private Sector Companies | Africa (CAPMAS Egypt Open Data)
5,664 rows - 1 Africa country/area - 2010-2021 - 47 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,664 rows from CAPMAS Egypt Open Data, covering Construction for Private Sector Companies. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-construction-for-private-sector-companies-f77b89b4.bdnb_2023-11.a_rel_batiment_construction_rnb_01bdnb_2023-11.a_batiment_construction_METROPOLEbdnb_2023-11.a_batiment_construction_19africa-uganda-construction-sector-indices-december-2021-excel-tables-3a7d6b62
Construction Sector Indices December 2021 Excel Tables | Africa (Uganda Bureau of Statistics)
1,239 rows - 1 Africa country/area - 2021-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,239 rows from Uganda Bureau of Statistics, covering Construction Sector Indices December 2021 Excel Tables. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-construction-sector-indices-december-2021-excel-tables-3a7d6b62.bdnb_2023-11.a_rel_batiment_construction_adresse_METROPOLEConstructionSiteCleanedDataSet_v2africa-morocco-prix-et-indices-des-materiaux-de-construction-region-fes-m-1de1dc20
Prix Et Indices Des Materiaux De Construction Region Fes M | Africa (Morocco Open Data)
2,570 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,570 rows from Morocco Open Data, covering Prix Et Indices Des Materiaux De Construction Region Fes M. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-prix-et-indices-des-materiaux-de-construction-region-fes-m-1de1dc20.bdnb_2023-11.a_batiment_construction_01