Home/Retail/Concealer Products Image Classification Dataset

Concealer Products Image Classification Dataset

V1.0
Latest Update:
2025-10-13
Samples:
20000 records
File Size:
4.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Product Recognition | E-commerce Recommendation | User Experience Optimization
Applications:
Image Classification | Product Detection

Brief Introduction

The current retail e-commerce industry faces challenges such as a wide variety of products and difficulties in user selection, especially for concealer products where consumers often struggle to find suitable products. Existing e-commerce platforms fall short in terms of product display and recommendation algorithms, unable to accurately meet user needs. This dataset aims to enhance product recognition accuracy through high-quality images of concealer products, thereby optimizing recommendation systems. Data collection is primarily performed using e-commerce platforms' API and web scraping technology, gathering concealer product images from major e-commerce sites to ensure diversity and comprehensiveness of the data. For quality control, multiple rounds of annotation and consistency checks are conducted to ensure the accuracy of each image's annotation. Data storage is in JPG format, organized by category folders for ease of subsequent analysis and use.

Sample Examples

ImageFile NameResolutionProduct TypeBrand NameColor ShadeTexturePackage TypeUsage InstructionsTarget Skin Type
1f030dbcbb936b6a1c75dbb4f6cecc09.png1008*1280Concealer PaletteUnknownMultiple ColorsCreamBoxedUse a makeup brush or fingertip to apply on areas needing coverageAll Skin Types
ebd8fb2901a38db976660bc21b9370e9.png967*1280FoundationMARCELLE ANGELight Skin ToneCreamBoxedApply as needed on the face and use a sponge or brush to spread evenly.All Skin Types
c43409ba92484fb7be1f3931bce60a69.png954*1280ConcealerUnknownMultiple ShadesCreamBoxedUse a brush or finger to take an appropriate amount of concealer and gently pat on the areas that need coverageAll Skin Types
769f7483920073bb05b0c688db463969.png1005*1280Foundation and ConcealerUnknownLightLiquidBottledGently pat and blend evenly on the faceAll skin types
20c115d4e42c0efb9ff9c04303dee64e.png1036*1280ConcealerUnknownMultitoneCreamBoxedUse different shades of concealer as needed, apply to blemish areas and gently pat evenly.All skin types

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
product_typestringThe specific type of product, such as foundation, concealer, etc.
brand_namestringThe brand to which the product belongs.
color_shadestringThe color or shade of the product.
texturestringThe texture of the product, such as liquid or cream.
package_typestringThe packaging form of the product, such as bottled or boxed.
usage_instructionsstringDescription of how to use the product.
target_skin_typestringThe type of skin suitable for the product, such as oily or dry.

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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