Mobiusi/Comparison-Image-Dataset-of-Different-Types-of-Thermometers
Comparison Image Dataset of Different Types of Thermometers The current medical industry faces challenges of insufficient data and numerous types of devices in temperature monitoring. Existing temperature monitoring datasets often lack comparison across different types of equipment, thus failing to comprehensively evaluate the performance of various thermometers. This dataset aims to provide detection images of various types of thermometers to help researchers and medical… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Comparison-Image-Dataset-of-Different-Types-of-Thermometers.
Comparison Image Dataset of Different Types of Thermometers
The current medical industry faces challenges of insufficient data and numerous types of devices in temperature monitoring. Existing temperature monitoring datasets often lack comparison across different types of equipment, thus failing to comprehensively evaluate the performance of various thermometers. This dataset aims to provide detection images of various types of thermometers to help researchers and medical institutions better understand the advantages and disadvantages of different devices. Data collection is conducted using high-resolution cameras in a standardized environment to ensure image quality. To ensure data accuracy, this dataset has undergone multiple rounds of annotation and expert review to ensure annotation consistency and precision. The data is stored in JPG format and categorized by image ID. Each record in the dataset includes information such as temperature readings and device type to facilitate subsequent analysis and comparison. The core advantage of this dataset lies in its high-quality image annotation, achieving an accuracy rate of over 95%, and employs new data augmentation techniques to effectively enhance model robustness. Additionally, this dataset can significantly improve the accuracy of temperature detection in practical applications and enhance the scientific basis for equipment selection, thereby providing data support for public health management.
Technical Specifications
Compliance Statement
<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>
Source & Contact
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