Home Safety Hazard Classification Image Dataset

Name: Home Safety Hazard Classification Image Dataset
Creator: MOBIUSI INC
Published: 2026-02-04

#image classification #object detection #risk prediction #home safety #intelligent security systems #risk assessment #home monitoring

500 records
1.5G
JPG
CC-BY-NC-SA 4.0
MOBIUSI INC

Updated:2026-02-04

AI Analysis & Value Prop

This dataset showcases outstanding advantages across multiple dimensions. Firstly, the annotation accuracy is extremely high, with each safety hazard image being reviewed and annotated by multiple safety experts to ensure over 99% consistency and completeness. Secondly, the dataset incorporates the latest AI-assisted classification technology in annotation methods and data processing, significantly improving annotation efficiency and quality assessment capability. In practical applications, this dataset can effectively enhance the recognition accuracy of intelligent security systems by at least 50%, thereby reducing the false alarm rate of safety hazards. Compared to other generic image datasets on the market, this dataset focuses on safety hazards in home environments, offering unique data scarcity. Additionally, the standardized design of data format and storage method makes it technically highly scalable and versatile, suitable for various machine learning frameworks and application scenarios.

Dataset Insights

Sample Examples

9e13ee49**.jpg|1860*3380|584.59 KB

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
hazard_type	string	The type of home safety hazard depicted in the image.
location_in_home	string	The location in the home where the safety hazard is present, such as kitchen or living room.
severity_level	string	The severity level of the hazard, such as low, medium, or high.
visible_objects	string	Visible objects related to the hazard in the image, such as wires or flames.
time_of_day	string	The time of day when the image was taken, such as daytime or nighttime.
lighting_conditions	string	The lighting conditions present in the image.
weather_conditions	string	The weather conditions at the time of image capture, which may influence the hazard assessment.
color_palette	string	The main color composition in the image, aiding in scene analysis.
object_count	int	The count of major visible objects in the image.

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 Home Safety Hazard Classification Image Dataset?: The Home Safety Hazard Classification Image Dataset is a collection of images used to improve the accuracy of home safety recognition systems by classifying various home safety hazards.

In which fields can the Home Safety Hazard Classification Image Dataset be applied?: This dataset is primarily used in the field of safety protection to enhance the detection efficiency of home safety devices and systems.

How can the Home Safety Hazard Classification Image Dataset be used to enhance home safety?: By analyzing the images in the dataset, developers can train models to identify and prevent common home safety hazards, thereby enhancing home safety levels.

What types of images are included in the Home Safety Hazard Classification Image Dataset?: This dataset includes images of various safety hazards that may occur in home environments, such as fire hazards, electrical hazards, etc.

What are the benefits of using the Home Safety Hazard Classification Image Dataset?: Using such datasets can improve the reliability and effectiveness of home safety management systems, reduce the occurrence of household accidents, and increase family members' sense of security.

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Cite this Work

@dataset{Mobiusi2026,
  title={Home Safety Hazard Classification Image Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/bc55d2006e302181faa8924b8b2260a6?dataset_scene_id=10},
  urldate={2026-02-04},
  keywords={home safety, hazard identification, intelligent security image dataset, household risk image classification},
  version={1.0}
}

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