Home/Retail/Electric Toothbrush Appearance Classification Dataset

Electric Toothbrush Appearance Classification Dataset

V1.0
Latest Update:
2026-01-14
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product classification | image recognition | e-commerce analysis
Applications:
classification | object detection

Brief Introduction

The retail e-commerce industry is currently facing challenges in accurately classifying and recommending dental hygiene products, particularly electric toothbrushes. Existing solutions often struggle with distinguishing between various types, such as rotary and sonic toothbrushes, leading to customer confusion and suboptimal purchasing decisions. This dataset aims to address these challenges by providing a robust set of labeled images that enhance product classification accuracy. The dataset includes images collected from various e-commerce platforms under controlled lighting conditions, ensuring consistent quality. Quality control measures involved multi-round annotations and expert reviews to achieve a high level of consistency. Data is stored in JPG format for images, organized by categories to facilitate easy access and retrieval.

Sample Examples

ImageFile NameResolutionToothbrush ColorToothbrush MaterialBrush Head ShapeHandle DesignButton PositionLED Indicator LightBrand Logo VisibilityTexture DetailsPackaging TypeIncluded Accessories
d49af978e794b2a49cbb34df0f8a4662.jpg1224*1632YellowPlasticU-ShapedShort HandleBottom FrontNo Indicator SeenNot Clearly VisibleSmoothPackaging Not SeenNo Accessories Displayed
793c013cc0e7a8b984b520a957815d1b.jpg1224*1632Black and WhitePlasticOvalStraight HandleMiddle of the HandleYesClearly VisibleSmoothUnpackaged DisplayIncludes Charger and Replacement Brush Heads
4d8bb8692e2efc159a525dc92303578b.jpg1224*1632BlackPlasticRound Brush HeadStraight Handle DesignMiddle of HandleIncludes LED IndicatorBrand Logo Clearly VisibleSmooth SurfacePackaging Not Clearly SeenNo Obvious Accessories Included
bf76546cdf717e42970ba33afb0016db.jpg1224*1632BlackPlasticOvalStraight HandleMiddle of HandleIncludes LED IndicatorBrand Logo Clearly VisibleSmooth Surface, No Obvious TextureNot DisplayedNo Accessories Displayed

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
brush_colorstringThe overall color of the electric toothbrush.
brush_materialstringThe material of the electric toothbrush exterior, such as plastic, metal, etc.
brush_head_shapestringThe specific shape features of the electric toothbrush head.
handle_designstringThe design style of the electric toothbrush handle, such as straight handle, curved handle, etc.
button_positionstringThe specific position of the button on the electric toothbrush.
led_indicatorbooleanWhether the electric toothbrush includes an LED indicator light
brand_logo_visibilitybooleanWhether the brand logo on the electric toothbrush is clearly visible
texture_detailsstringThe texture features of the electric toothbrush's surface, such as smoothness and engraved patterns
packaging_typestringThe packaging style of the electric toothbrush's appearance, such as boxed or bagged
accessory_inclusionstringWhether the included accessories, such as brush heads and chargers, can be seen in the picture

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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