Home/Retail/Puff Image Classification Dataset

Puff Image Classification Dataset

V1.0
Latest Update:
2025-10-15
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
beauty product recognition | e-commerce platform recommendation | image search
Applications:
classification task | image recognition

Brief Introduction

The current retail e-commerce industry faces problems of a wide variety of products and difficulty in user choice, especially in the beauty field where consumers often struggle to find suitable products. Existing image classification methods often cannot effectively handle complex image features, resulting in low classification accuracy. This dataset aims to provide high-quality images of puffs and beauty blenders to help improve the performance of image classification models. The dataset contains 5000 high-resolution images, captured using professional photography equipment under good lighting conditions to ensure clarity and usability. In terms of quality control, the data has undergone multiple rounds of annotation and expert review to ensure consistency and accuracy of the annotations. The data is stored in JPG format for quick access and processing.

Sample Examples

ImageFile NameResolutionImage CategoryPrimary ColorTexture PatternMaterial TypeBrand Logo Presence
2765079934cb755f2b4f5650b420076b.jpg1080*1319Makeup PuffBrown and BlackSmooth Without Obvious TextureSponge MaterialPresent
b055b66b8d04c735bd027158d3207f81.jpg1080*1440Makeup PuffMainly Pink, also Blue, Yellow, etc.Some Have Cute Anime Patterns on SurfaceSponge and CottonPresent
59106843ae0cd243012c4878604490a7.jpg1080*1312Makeup PuffBlackSmoothSpongePresent
3a1c3f7e0aff0325b797d607c9ecd015.jpg1080*1314Cartoon Theme Powder PuffRed and WhitePrinted with Cartoon PatternSponge MaterialPresent
91ba1440ffd65d816c0ee934e3867516.jpg1080*1310Makeup PuffPinkCartoon PatternSpongePresent

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
image_categorystringThe category to which the puff image belongs, used to identify and organize different types of puffs.
primary_colorstringThe main color of the puff image, used for analyzing the visual effects of the product.
texture_patternstringThe texture or pattern characteristics visible on the surface of the puff.
material_typestringThe material characteristics of the puff, which can be identified from the image, such as cotton or sponge.
brand_logo_presencebooleanIndicates whether a brand logo is present in the image, used for brand recognition and market analysis.

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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