Home/Smart Devices/Home Robot Image Classification Dataset

Home Robot Image Classification Dataset

V1.0
Latest Update:
2025-10-14
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
floor cleaning | patrolling | companion robot recognition
Applications:
image classification | target detection

Brief Introduction

With the rapid development of smart devices, home robots are playing an increasingly important role in daily life. However, existing image recognition technology still lacks accuracy in complex environments, leading to misjudgments when robots recognize obstacles and execute tasks. This dataset aims to address the image classification issues of home robots in different scenes and provides high-quality labeled data for algorithm training. Data collection involved real shooting in various home scenarios, using high-resolution cameras to capture images under different lighting and environmental conditions. To ensure data quality, quality control measures such as multiple rounds of labeling, consistency checks, and expert reviews were used. The final storage is in JPG format, organized in a folder structure for easy subsequent use.

Sample Examples

ImageFile NameResolutionObject CountMain Object TypeMain Object ColorLighting ConditionImage QualityBackground ComplexityObject PositionImage OrientationTexture PatternObject Distance
b47b1d22d9db7e63db5e436e3662f360.jpg1080*19205robot vacuumwhitebrighthigh qualitysimplecenterportraitsmoothabout 1 meter
9e6a8f8f1436bf9e349b11895054065f.jpg1080*1440multiplerobot dogblack and whitebrighthigh qualitycomplexcenteredportraitvarious patternsabout 1 meter
e45d3010939e9e2d39f9bb336891a002.jpg1080*14402Robot VacuumWhiteBrightHigh QualitySimpleBottom LeftPortraitSmoothAbout 2 meters
e6ff42cf5ac238d3d02a700415201b5c.jpg1080*14401Robot VacuumWhiteBrightHigh QualitySimpleCenterPortraitSmoothAbout 1 meter
6457b6ee78d8f7ce03895764c9e6e8d3.jpg1080*13712Robot VacuumWhiteBrightHigh QualitySimpleRightPortraitSmoothAbout 1 meter

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_countintThe number of objects identified in the image.
main_object_typestringThe type of the main object in the image, such as chair, table, etc.
main_object_colorstringThe color of the main object in the image.
lighting_conditionstringThe lighting condition during image capture, such as bright, dim, etc.
image_qualitystringThe clarity and noise level of the image, such as high quality, medium quality, etc.
background_complexitystringThe complexity of the image background, such as simple, complex, etc.
object_positionstringThe position of the main object in the image, such as upper left, center, etc.
image_orientationstringThe orientation of the image, such as landscape, portrait, etc.
texture_patternstringThe texture or pattern characteristics of the main object's surface in the image.
object_distancefloatThe estimated distance between the camera and the main object in the image, in meters.

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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