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Top Construction Datasets

Construction datasets vary across use cases: quality assurance and materials inspection, visual detection and monitoring for safety and compliance (i.e detecting PPE), automating checks of building plans and schematics to ensure the proper items are in place, inventory management, anomaly detection (i.e broken or cracked materials), data analytics, and reporting/alerts.

This project is trying to create an efficient computer or machine vision model to detect different kinds of construction equipment in construction sites and we are starting with three classes which are excavators, trucks, and wheel loaders.

The dataset is provided by Mohamed Sabek, a Spring 2022 Master of Science graduate from Arizona State University in Construction Management and Technology.

The raw images (v1) contains:

  1. 1,532 annotated examples of "excavators"
  2. 1,269 annotated examples of "dump truck"
  3. 1,080 annotated examples of "wheel loader"

Note: versions 2 and 3 (v2 and v3) contain the raw images resized at 416 by 416 (stretch to) and 640 by 640 (stretch to) without any augmentations.

Detect scaffolding pipes, plates,...
If you use this dataset please cite as:

Cite this Project
If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ cbscountthings_dataset,
title = { Scaffold Dataset from Joined HPCLAB and CBS VietNam Ltd. },
type = { Open Source Dataset },
author = { Quang-Hung NGUYEN, Kim-Anh NGUYEN, Van-Anh NGUYEN, NAM Thoai and CBS Vietnam Team Ltd. },
howpublished = { \url{ https://app.roboflow.com/hpclab-cj0fx/cbscountthings/ } },
url = { https://app.roboflow.com/hpclab-cj0fx/cbscountthings/ },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { nov },
note = { visited on 2022-11-15 },
}

This dataset was originally created by Anonymous. To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/new-workspace-rt1da/solarpaneldetectmodel.

This dataset is part of RF100, an Intel-sponsored initiative to create a new object detection benchmark for model generalizability.

Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark

This dataset was originally created by Jhonathann. To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/cone/capacetes-e-cones.

This dataset is part of RF100, an Intel-sponsored initiative to create a new object detection benchmark for model generalizability.

Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark

This dataset was originally created by Ahmad Rabiee. To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/ahmad-rabiee/asbest91/.

This dataset is part of RF100, an Intel-sponsored initiative to create a new object detection benchmark for model generalizability.

Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark