Detection Dataset for Violation Behavior of Bare Hand Contact with High-Temperature Equipment

#Behavior recognition #anomaly detection #Safety monitoring #worker health #accident prevention
  • 500 records
  • 1.3G
  • MP4/JSON
  • CATL
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-21

AI Analysis & Value Prop

With the advancement of industrial automation and equipment modernization, the risk of workers contacting high-temperature equipment is gradually increasing, and operations without gloves may lead to serious burn accidents. However, existing monitoring systems largely rely on manual inspections, making it difficult to promptly identify violations, leading to frequent accidents. This dataset aims to automatically identify violation behaviors when workers contact high-temperature equipment through video surveillance technology, reducing the risk of worker injuries. Data collection is conducted using high-resolution cameras in a real factory environment, recording various behaviors of workers when operating high-temperature equipment. To ensure data quality, we use multiple rounds of annotation, expert review, and consistency checks as quality control measures to ensure the accuracy and reliability of the data. The data is stored in MP4 format, with each video containing multiple behavior annotation information for subsequent analysis and processing.

Dataset Insights

Sample Examples

2a7f8f02**.mp4|720*1280|5.12 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
durationstringDuration
qualitystringResolution

Compliance Statement

Authorization TypeProprietary - Commercial AI Training License (No Redistribution)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What is the dataset for detecting violations of bare-hand contact with high-temperature equipment?
The dataset for detecting violations of bare-hand contact with high-temperature equipment is a video dataset used to identify industrial violations where workers touch high-temperature equipment without wearing gloves.
In which industrial sectors is this dataset primarily applied?
This dataset is primarily applied in industrial sectors such as manufacturing, smelting industries, and other situations requiring the operation of high-temperature equipment.
How does this video dataset help improve industrial safety?
By detecting and analyzing the actions of workers handling high-temperature equipment without gloves, this dataset helps organizations identify and reduce such safety risks, thereby improving industrial safety.
How to use this dataset for video analysis?
By using machine learning and image recognition techniques, you can analyze hand movements and equipment temperature in videos to identify violations.
What is the main objective of this dataset?
The main objective of this dataset is to achieve automatic detection of violations through video analysis, thereby reducing industrial accidents.

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Cite this Work

@dataset{Mobiusi2025,
  title={Detection Dataset for Violation Behavior of Bare Hand Contact with High-Temperature Equipment},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/dfe3c4567d94e4d7032eb59c33fe1832?dataset_scene_id=2},
  urldate={2025-09-15},
  keywords={high-temperature equipment monitoring, worker safety detection, behavior recognition dataset},
  version={1.0}
}

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