Home/Retail/Lip Mask Image Classification Dataset

Lip Mask Image Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
lip care | product identification | image classification
Applications:
classification task | image recognition

Brief Introduction

The lip care market in the current retail e-commerce industry is growing rapidly, with increasing consumer demand for lip mask products. However, there is a significant phenomenon of product homogenization in the market, making it difficult for consumers to quickly identify suitable products. Existing product classification methods largely rely on manual labeling, which is inefficient and prone to errors. This dataset aims to improve the identification efficiency of lip mask products using image classification technology, catering to market and consumer needs. Data collection was accomplished through web crawling technology, capturing images of lip mask products from major e-commerce platforms to ensure data diversity and timeliness. We adopted multiple rounds of labeling and expert review for quality control to ensure data accuracy and consistency. The data storage format is JPG, with all images organized by category for convenient subsequent use.

Sample Examples

ImageFile NameResolutionLip Mask VisibilityLip Mask ColorBrand Logo PresencePackage TypeMultiple Products Presence
dd886045c77bd11946e0d45ddc9e1270.jpg1080*1330YesPink, Green, OrangeYesBoxedYes
467f7b8b39be162f2539e71989577040.jpg1080*1327YesOrange and PinkYesBoxedYes
2df12bf86699508fc121e4a2dc82ad0b.jpg1073*1260YesPinkYesBottledYes
a655b509be1fce52fd8e75e4bb182e06.jpg1080*1319YesPink, PurpleYesBoxedYes
949087bd0e423fdb2da864d8be3fd533.jpg1080*1292YesYellowYesBoxedYes

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
is_lip_mask_visiblebooleanIndicates whether the lip mask product is clearly visible in the image.
lip_mask_colorstringThe color of the lip mask in the image. For example, red, pink, transparent, etc.
brand_logo_presentbooleanIndicates whether a brand logo is visible in the image.
package_typestringThe type of packaging of the lip mask product in the image, such as boxed, bottled, bagged, etc.
multiple_products_presentbooleanIndicates whether multiple products are present in the image simultaneously.

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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