Home/Retail/Foundation Liquid Product Image Classification Dataset

Foundation Liquid Product Image Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Product Classification | Market Analysis | E-commerce Recommendation
Applications:
Image Classification | Deep Learning Training | Feature Extraction

Brief Introduction

The current retail e-commerce industry faces challenges in product image recognition and classification, especially against a backdrop of rapid updates of diverse products and changing consumer demands, where traditional methods fall short in meeting accurate classification needs. Existing solutions often rely on manual annotation, resulting in inefficiency and inadequacy in annotation accuracy. This dataset aims to address the inconsistencies in image classification annotation and insufficient data volume by providing high-quality foundation liquid product images, fulfilling the needs of e-commerce platforms for product classification and recommendation systems. Data collection involves web crawling to obtain foundation liquid product images from major e-commerce platforms, ensuring data diversity and authenticity. A multi-round review and consistency check during the annotation process ensures accuracy and consistency, with a final review by an expert team to guarantee high-quality data. The data is stored in JPG format and organized by category for ease of subsequent training and application.

Sample Examples

ImageFile NameResolutionProduct BrandProduct ColorProduct ShapeLabel TextBackground TypeLighting Condition
23ab524d30f3c81c105c8fc44e6ce71f.png1017*1280LIANGNISHILight skin toneCylindrical bottle with top nozzleLIQUID FOUNDATION LIANGNISHI Healing makeupHuman leg backgroundNatural light or bright light source
0d7da211429d409ba3ab2bedb8cdba99.png1280*952LANCOMENatural colorCylindricalLANCOMEIndoor backgroundNatural light
51079860e2fef59be132c88012488ae3.png909*1280ZENITH, Hua Zi#02 BeigeTubular, cylindricalZENITH, Balancing Long-Wear Foundation, #02 Beige, Net content: 32ml, Hua Zi, Matte Long-Wear Foundation, 200gDecorative backgroundNatural light condition
5a8ea68aae6cc2bd705afa9fe99e0f09.png1013*1280CARSLANBlackSquare bottleBLACK MAGNETIC SOFT FOCUSWood grain tabletopNatural light
2a196841111ec5a885940889879762a6.png958*1280NARSLight colorSquare bottleNARSFabric backgroundNatural light

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
product_brandstringThe brand name of the foundation.
product_colorstringThe shade or color description of the foundation.
product_shapestringThe description of the bottle shape of the foundation.
label_textstringText information on the label of the bottle.
background_typestringThe type of background in the image, such as solid color or decorative background.
lighting_conditionstringThe lighting condition during the photograph of the foundation 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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