Home/Retail/Eyeliner Product Image Classification Dataset

Eyeliner Product Image Classification Dataset

V1.0
Latest Update:
2025-10-15
Samples:
20000 records
File Size:
2.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product recognition | user experience optimization | market analysis
Applications:
classification task | image recognition | deep learning training

Brief Introduction

The current retail e-commerce industry faces challenges such as low product recognition efficiency and poor user experience, especially in the classification of eyeliner products, where traditional methods fail to meet user demands. Existing solutions often rely on manual labeling, which is inefficient and prone to errors. This dataset aims to provide high-quality eyeliner product images to enhance recognition accuracy and support the training of deep learning models. The data collection process uses high-resolution cameras in a standardized environment to ensure image clarity and consistency. We implement multiple rounds of annotation and expert review procedures to ensure data quality and accuracy. Data are stored in JPG format for quick reading and processing.

Sample Examples

ImageFile NameResolutionMain ColorProduct TypeBrand RecognitionPackage TypeTexture IndicatorPrinted TextSize EstimationCap Design
adb2e192350f5ccff2fb7e40dd43caa4.png1749*1280BlackGel EyelinerlilybyredPen-typeMatteSTARRY EYES am9 to pm9 GEL EYELINERNormal SizeTwist Cap
5ca71945c9b75e44010950ba2488c239.png977*1280SilverEyeliner PencilUnknownPen Shaped PackagingSmooth Metallic TextureDAZZLE LIGHT COLOR EYELINERMedium Size, Similar to Regular Eyeliner PencilSnap Cap
ff816edd2070f8aa1b8f56846b429f78.png945*1280BrownEyeliner PencilColorKeyPencil ShapedMatteCOLORKEYAbout 15 cmSnap Cap
f8353cd0b07ebe9f66382dd26e13f328.png990*1280Dark BrownEyeliner PencilCANMAKENo Obvious PackagingMatte TextureCANMAKE TOKYO Creamy Touch Liner 02Regular Pencil-sized CosmeticSnap Cap
5bb8e89d1ae0b1fb997eb5f3adca51c2.png1280*961beigeeyeliner pencilunknownpen-likematte textureunrecognizable printed textstandard size eyeliner pencilpull cap

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
main_colorstringThe primary color in the image, used for identifying the type of color of the product.
product_typestringThe specific type of eyeliner product identified from the image, such as liquid eyeliner, gel eyeliner, pencil eyeliner, etc.
brand_recognitionstringIdentify the product brand based on the logo or packaging visible in the image.
package_typestringIdentify the packaging style of the product, such as boxed or bagged.
texture_indicatorstringDetermine the texture properties of the product through the texture and glossiness of the image.
printed_textstringIdentifies printed text in the image, which helps confirm product information.
size_estimationstringEstimate the size of the product through image perspective and proportion.
cap_designstringIdentify the design style of the cap for eyeliner products, such as screw cap, snap cap, 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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