Home/Retail/Eyeshadow Product Image Classification Dataset

Eyeshadow Product Image Classification Dataset

V1.0
Latest Update:
2025-10-13
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Product recognition | e-commerce recommendation | inventory management
Applications:
Image classification | product recognition

Brief Introduction

The current retail e-commerce industry faces challenges such as a wide variety of products and diverse consumer demand. Traditional product recognition methods struggle to quickly and accurately classify products, leading to inefficiencies in inventory management and recommendation systems. Existing solutions often rely on manual labeling, which is slow and error-prone, unable to meet the rapidly changing market demands. This dataset aims to improve the accuracy and efficiency of image classification models by providing high-quality eyeshadow product image data. Data collection used professional photography equipment under standardized lighting conditions to ensure each image is clear and distinguishable. In terms of quality control, a three-round labeling and consistency check were adopted to ensure labeling accuracy, and expert review was conducted to improve data quality. Data is stored in JPG format and organized by category folders for easy retrieval and use.

Sample Examples

ImageFile NameResolutionBrandPalette Color CountPalette ShapeDominant ColorTextureOpen Close State
9c4aeffa61c77c12a847481ef39657aa.png1044*1280Unknown18SquarePinkMatte and PearlescentOpen
f22cca60fa170c84474f7a1157929c1c.png1031*1280Unknown10RectangularPinkMatte and GlitterOpen
d67a32733932101bca9c7a236178a397.png1031*1280Unknown9SquareBeigeMatte and PearlescentClosed
23405748d20eecdea57c7940b1f1de33.png751*12803CE9SquareNude ToneMatteOpen
da8ef2b82dfd2991c5d5e37bb45cecde.png1058*1280Pink Bear6SquareBrownMatteClosed

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
brandstringThe brand name of the eyeshadow product in the image.
palette_color_countintThe number of different colors included in the eyeshadow palette.
palette_shapestringThe shape of the eyeshadow palette, such as round, square, etc.
dominant_colorstringThe dominant color of the eyeshadow in the image.
texturestringThe texture of the eyeshadow, such as matte, shimmer, glitter, etc.
open_close_statestringThe open or close state of the eyeshadow palette 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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