Home/Retail/Vacuum Cleaner Control Area Detection Dataset

Vacuum Cleaner Control Area Detection Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
smart home | appliance control | user interaction
Applications:
object detection | image recognition

Brief Introduction

With the rapid development of retail e-commerce, the application of smart home products is becoming increasingly widespread. Vacuum cleaners, as an important household appliance, face challenges such as inconvenient user interaction and unclear control areas. Current solutions mostly rely on traditional physical buttons or remote controls, lacking intelligent interaction methods. This dataset aims to address the need for vacuum cleaners in user control area recognition and function switching through object detection technology. Data collection methods include using high-resolution cameras to capture vacuum cleaner operation scenarios in real home environments, ensuring diversity and realism. For data quality control, we adopted multiple rounds of annotation and consistency checks to ensure annotation accuracy. Data is stored in JPG format, organized into image and corresponding annotation information files. This dataset will provide important support for research in the smart home domain.

Sample Examples

ImageFile NameResolutionVacuum BrandVacuum ModelControl Panel LocationControl Panel FeaturesOperating StateSurface TypeObstacle PresenceLighting ConditionsVacuum Direction
05c886d293485a74f7423ea511c261a0.png2000*3550BLACK+DECKERUnknownHandheld Part of the VacuumIncludes Two Buttons, One is Power Switch, the Other May be a Function Selection ButtonOnNot Applicable, Vacuum is HandheldNo Obvious ObstaclesBrightUnclear, No Obvious Movement Direction in Image
cd1d9cf3b06c14db8cc6560e7f2ef3b1.png2000*2740BLACK+DECKERdustbusterAbove the handlePower buttonOffHard floorNo obvious obstaclesBrightForward
13b642f736672df3f630a2c6cb24811d.png2000*2617UnknownUnknownOn the vacuum handleKnob switchUnknownCar floor matNo obvious obstaclesBrightUnknown

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
vacuum_brandstringIdentify and label the brand of the vacuum cleaner in the image.
vacuum_modelstringIdentify and label the model of the vacuum cleaner in the image.
control_panel_locationstringAnnotate the location of the control panel of the vacuum cleaner in the image.
control_panel_featuresstringDescribe and annotate the features on the control panel, such as buttons and switches.
operating_statestringIdentify and annotate the current operating state of the vacuum cleaner (e.g., on/off).
surface_typestringDetect and annotate the type of surface the vacuum cleaner operates on, such as carpet or hard floor.
obstacle_presencebooleanAnnotate whether there are obstacles in the image that may hinder the movement of the vacuum cleaner.
lighting_conditionsstringDescribe the lighting conditions in the image, such as bright or dim.
vacuum_directionstringAnnotate the movement direction of the vacuum cleaner 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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