Home/Medical Health/Sleep Monitoring Device Model Classification Image Dataset

Sleep Monitoring Device Model Classification Image Dataset

V1.0
Latest Update:
2025-11-30
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
sleep monitoring | medical imaging analysis | health management
Applications:
image classification | feature extraction | model training

Brief Introduction

Currently, the sleep monitoring industry faces challenges due to the diversity of device models and poor user experience, causing confusion for healthcare providers in selecting the appropriate equipment. Existing solutions often lack adequate image classification capability, failing to accurately identify different device models, which affects medical decision-making. This dataset aims to solve the technical difficulties of device model recognition by providing high-quality images of sleep monitoring devices to meet the demand for high-accuracy classification in the medical industry. Data collection was conducted using professional photography equipment in a laboratory environment to ensure image quality. Additionally, multiple rounds of annotation and consistency checks were implemented to ensure the accuracy and reliability of the data. The data is stored in JPG format and organized according to device model for easy subsequent processing and use.

Sample Examples

ImageFile NameResolutionDevice BrandPower Status IndicatorDisplay ScreenLogo Visibility
c3e8ba0b0f77e39198e27a2c12d93c81.jpg1080*1440EZKONIndicates Power OnHas Display ScreenClearly Visible
99b48474b5b522ebc3e2b9d85d9af7bd.jpg1080*1382LEPUShows as powered onHas a display screenBrand logo is clearly visible
c49840fbec2c452e55a6cf126c6fc6d0.jpg1080*1280ResMedPower onDisplay screenBrand logo clearly visible
e40d29e851e51060fd93ad87a6a716db.jpg1080*810Sleep FairyUnknownHas display screenClearly visible

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
device_brandstringThe brand of the sleep monitoring device.
power_status_indicatorbooleanIndicates whether the device is powered on in the image.
display_screenbooleanIndicates whether the device has a display screen.
logo_visibilitybooleanIndicates whether the brand logo on the device is clearly visible in the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
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

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