Home/Medical Health/Home Sleep Monitoring Scene Classification Image Dataset

Home Sleep Monitoring Scene 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:
home health monitoring | sleep research | medical image analysis
Applications:
image classification | pattern recognition

Brief Introduction

In the current medical industry, home sleep monitoring is gradually gaining attention. However, due to the lack of systematic image datasets, related research and product development face difficulties. Existing solutions often rely on a small amount of data, making it difficult to achieve large-scale model training and application. To address this issue, this dataset aims to provide a rich set of classified images for home sleep monitoring scenes, helping researchers and developers better understand and analyze sleep states. Data collection uses professional sleep monitoring equipment, capturing images in various home scenes to ensure the diversity and representativeness of the data. Quality control is ensured through three rounds of annotation and expert review to maintain consistency and accuracy in annotations. The data is stored in JPG format, categorized by scene for convenient subsequent training and analysis.

Sample Examples

ImageFile NameResolutionScene DescriptionBed PresenceSleeping PosturePerson Count
efbf094069c52049f49bb2ad119cb98e.jpg1080*1440The image shows a person using a sleep monitoring device at home.There is a bed.Side sleeping.1
6424b944e5fdfa5e7d8ef800b2aa7386.jpg1080*1440A young girl is undergoing home sleep monitoring, connected to multiple monitoring devices.There is a bed.Lying on back.1
963ed0fe8f103482e7423e8da1b66c50.jpg1080*1384The image depicts a sleep monitoring scenario in a home environment, with a child connected to monitoring equipment.There is a bed.Lying on the back.1
a81b2174fdd5a61dddd1cee57a6cf690.jpg1080*810The image shows a child undergoing sleep monitoring in bed, connected to monitoring equipment.A bed is present in the image.The child is in a side sleeping posture.There is one person in the image.
4658561125f3ebe5eec923a0a46e06d8.jpg1280*1706A person is conducting sleep monitoring at home, equipped with a breathing mask and monitoring equipment.PresentSupine1

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
scene_descriptionstringDescribes the specific scene of home sleep monitoring in the image.
bed_presencebooleanIndicates whether there is a bed present in the image.
sleeping_posturestringIdentifies the sleeping posture of the person in the image, such as side-lying, supine, etc.
person_countintegerThe number of people appearing 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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