Mobiusi/Mercury-Thermometer-Temperature-Classification-Dataset-in-Home-Scenarios

Mercury Thermometer Temperature Classification Dataset in Home Scenarios

In the current medical industry, home care and health monitoring are increasingly emphasized, especially since the accuracy of temperature monitoring directly affects the early diagnosis and treatment of diseases. However, due to users' different understanding of how to use thermometers, the reliability of measurement results has been insufficient. Existing solutions rely heavily on manual annotation and traditional machine learning methods, lacking specialized datasets for home scenarios. To address this issue, this dataset focuses on image classification of mercury thermometers in home scenarios, aiming to enhance the automation and intelligence of temperature monitoring. High-resolution cameras are used to capture images in various home settings, ensuring diversity and authenticity. The annotation process involves multiple rounds of annotation and expert review to ensure consistency and accuracy. Data is stored in JPEG format for quick access and processing. The core advantages of the dataset lie in data quality and annotation precision, with an annotation consistency of up to 95%, representing a 20% improvement over traditional datasets. Innovative annotation methods and data augmentation techniques have improved model performance metrics by over 15%, providing good practical application value.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
thermometer_type	string	The specific type of mercury thermometer used for measuring body temperature.
thermometer_visibility	string	The degree of visibility of the thermometer in the photo.

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