Compliance Detection Image Dataset for Safety Facility Deployment in Road Construction Areas
#image classification #object detection #compliance detection #traffic monitoring #autonomous driving #road construction management
- 500 records
- 1.5G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
In the transportation industry, improper deployment of safety facilities in road construction areas often leads to safety accidents; therefore, ensuring compliance of these facilities is very important. Currently, manual inspection is inefficient and prone to oversight, while existing automated detection methods have limited flexibility in complex environments. This dataset aims to solve accuracy and efficiency issues in compliance detection for safety facility deployment in construction areas through image recognition. Data collection is mainly conducted via high-definition cameras installed at construction sites, capturing images from different angles and time periods under various weather conditions. Quality control includes multiple rounds of manual annotation, automated consistency checks, and review by experts in the field. The annotation team consists of transportation engineering and image processing experts, with a team size of 20 people. Data preprocessing involves image enhancement, noise filtering, and size standardization, with the final data stored in categorized directories in JPG format.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| construction_area_size | string | The size or extent of the construction area. |
| safety_signs_present | boolean | Whether safety signs are present in the construction area. |
| barriers_present | boolean | Determines if barriers are set up in the construction area. |
| worker_presence | boolean | Indicates if there are construction workers present on site in the image. |
| vehicle_presence | boolean | Whether vehicles are present in the construction area. |
| lighting_conditions | string | The lighting conditions at the time the image was captured. |
| weather_conditions | string | The weather conditions at the time the image was taken. |
| safety_vest_presence | boolean | Determines if workers in the image are wearing safety vests. |
| helmet_presence | boolean | Determines if workers in the image are wearing helmets. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the Road Construction Area Safety Facility Compliance Detection Image Dataset?
- The Road Construction Area Safety Facility Compliance Detection Image Dataset includes images that aim to improve compliance with safety facility arrangements in construction areas and assist in traffic safety management.
- What application scenarios is this dataset suitable for?
- This dataset is mainly used for detecting and assessing whether the arrangements of safety facilities in road construction areas meet relevant standards, and it can be used for the development and optimization of automated detection systems.
- Who might be interested in the Road Construction Area Safety Facility Compliance Detection Image Dataset?
- Traffic management departments, construction companies, and autonomous driving technology developers might be interested in this dataset, as it provides reliable data support to enhance traffic safety in construction areas.
- What problems can be solved using this dataset?
- Using this dataset can help identify and improve non-compliance issues related to the arrangement of safety facilities at construction sites, thus reducing the risk of traffic accidents.
- Why is safety facility compliance detection necessary in road construction areas?
- Safety facility compliance detection in road construction areas is crucial as it pertains to the safety of the construction site and its surroundings, and timely detection and rectification can prevent accidents and ensure personnel safety.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Compliance Detection Image Dataset for Safety Facility Deployment in Road Construction Areas},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/d4120e0ae5d81edfe3373d668481945d},
urldate={2026-02-04},
keywords={road construction safety detection, compliance of traffic facilities, construction area image dataset},
version={1.0}
}Using this in research? Please cite us.
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