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Mobiusi/Mercury-Thermometer-Damage-and-Crack-Detection-Image-Dataset

Mercury Thermometer Damage and Crack Detection Image Dataset The current medical industry faces numerous challenges in equipment monitoring and safety checks, especially in the use of mercury thermometers, where damage and cracks can pose serious safety hazards. Existing detection solutions often rely on manual inspection, which is not only inefficient but also prone to missed detections and misjudgments. Therefore, constructing a high-quality mercury thermometer damage and… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Mercury-Thermometer-Damage-and-Crack-Detection-Image-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

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Dataset Card

Mercury Thermometer Damage and Crack Detection Image Dataset

The current medical industry faces numerous challenges in equipment monitoring and safety checks, especially in the use of mercury thermometers, where damage and cracks can pose serious safety hazards. Existing detection solutions often rely on manual inspection, which is not only inefficient but also prone to missed detections and misjudgments. Therefore, constructing a high-quality mercury thermometer damage and crack detection dataset aims to improve detection accuracy and efficiency through deep learning technologies. The dataset includes images of various damaged states of mercury thermometers, captured using professional equipment, ensuring image clarity and authenticity. In terms of quality control measures, a method combining multiple rounds of labeling and expert review is adopted to ensure annotation consistency and accuracy. The data storage format is JPG, organized by category for ease of subsequent analysis and use.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
damage_presence	boolean	This field indicates whether there is any damage present in the mercury thermometer.
damage_location	string	This field describes the specific location of the damage on the mercury thermometer.
damage_type	string	This field identifies the type of damage to the mercury thermometer, such as cracks, breaks, etc.
damage_severity	integer	This field represents the severity level of the damage in the mercury thermometer, suggested range is from 1 to 5.

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

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