Home/Retail/Vacuum Cleaner Model Recognition Dataset

Vacuum Cleaner Model Recognition Dataset

V1.0
Latest Update:
2026-01-12
Samples:
15000 records
File Size:
2.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Product Classification | Image Recognition | E-commerce Optimization
Applications:
Image Classification | Model Recognition

Brief Introduction

In the retail e-commerce industry, accurately identifying vacuum cleaner models is crucial for enhancing customer experience and optimizing search results. However, existing solutions often struggle with the diversity of models and image quality, leading to misclassification and dissatisfaction. This dataset aims to address these challenges by providing a comprehensive collection of images representing various vacuum cleaner types, facilitating more accurate model recognition. The data was collected using high-resolution cameras in controlled lighting environments to ensure clarity. Quality control measures involved multi-round annotations and expert reviews to maintain high labeling accuracy. The data is organized in JPG format, with each image accompanied by metadata for easy access and analysis. The dataset provides a strong foundation for training models that can reliably distinguish between different vacuum cleaner designs.

Sample Examples

ImageFile NameResolutionModel NumberBrand NameColorDesign TypeFunction ListMaterialSize SpecificationsWeightNozzle TypeDust Bag Type
3a6bb89dd60c9fc2585f01bc335b5626.jpg1629*1227UnknownTROKLOBlueHandheldUnknownPlasticUnknownUnknownCrevice NozzleDust Bagless Design
c5943a184cdf5a69393375ca9daee350.jpg1224*1632Not DeterminedBissellPurple and BlackHandheldUnknownPlasticNot DeterminedNot DeterminedFloor NozzleDust Bagless
434f4a7541d6a4684d8f8536269274d1.jpg1224*1632UnknowniwolyRed and BlackHandheldMay Have Charging FunctionPlastic and MetalUnknownUnknownFloor NozzleWashable
f2196a053b2895e26bcad857108be9af.jpg1224*1632UnknownUnknownBlack and RedUprightUnknownPlasticUnknownUnknownFloor NozzleDust Bagless
5e1bc1cdcb84887dd944d53c7b4e7592.jpg1224*1632UnknownBLACK+DECKERWhite and BlueHandheldUnknownPlasticUnknownUnknownUnknownBagless

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
model_numberstringThe specific model number of the vacuum cleaner, used to distinguish different models.
brand_namestringThe name of the brand to which the vacuum cleaner belongs.
colorstringThe color of the vacuum cleaner body.
design_typestringThe design type of the vacuum cleaner, such as upright, canister, handheld, etc.
feature_liststringThe main functions of the vacuum cleaner, such as intelligent navigation, silent mode, etc.
materialstringThe material of the vacuum cleaner housing or some components, such as plastic, metal, etc.
size_dimensionsstringThe external dimensions of the vacuum cleaner, such as the specific values of length, width, and height.
weightstringInformation about the weight of the vacuum cleaner.
nozzle_typestringThe type of nozzle equipped with the vacuum cleaner, such as floor nozzle, crevice nozzle, etc.
bag_typestringThe type of dust bag used in the vacuum cleaner, such as disposable, washable, etc.

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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