Mobiusi/Real-Time-Emergency-Equipment-Monitoring-Dataset

Real-Time Emergency Equipment Monitoring Dataset

The current medical industry faces numerous challenges in the monitoring and management of emergency equipment. Insufficient real-time monitoring of emergency equipment leads to an inability to promptly detect equipment failures, affecting treatment outcomes. Existing solutions primarily rely on manual monitoring, which is inefficient and error-prone. This dataset aims to provide high-quality equipment monitoring image data to assist researchers and developers in training machine learning models, improving the accuracy and timeliness of equipment failure detection. The dataset contains images from various emergency scenarios, captured using high-resolution camera equipment to ensure the quality of each image. The data has undergone multiple rounds of annotation and expert review to ensure consistency and accuracy in labeling. Data is stored in JPEG format, organized by category and time, facilitating subsequent retrieval and use.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
device_type	string	The category of emergency device, such as pacemaker, ventilator, etc.
device_condition	string	The current operating condition of the device, such as normal, malfunctioning, under maintenance, etc.
device_model	string	The specific model information of the emergency device.
alert_status	string	Whether the device is in an alert state, such as alert active, no alert.

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

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com