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Maternity Wear 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 | image classification | e-commerce application
Applications:
Image classification | deep learning | computer vision

Brief Introduction

With the rapid development of the e-commerce industry, the demand for maternity wear is gradually increasing. However, current image classification technology still faces challenges in accuracy and data scarcity when identifying different styles of maternity wear. Most existing solutions rely on manual labeling, which is inefficient and prone to errors. This dataset aims to improve the accuracy of automated classification by providing high-quality images of maternity wear products to meet the growing needs of e-commerce platforms. Data collection uses professional cameras under standardized environments to ensure image clarity and consistency. Additionally, the data undergoes multiple rounds of labeling and expert review to ensure consistency and accuracy in labeling, and is ultimately stored in JPG format. The dataset's organizational structure is clear, facilitating subsequent model training and application.

Sample Examples

ImageFile NameResolutionCategoryColor PalettePatternStyleSeason
2334c629b578149d513379fb2f3daeb4.png954*1280DressNeutral tonesStripedCasualSpring
d1769bb3e94291b87b23e81848b2c20d.png1448*1280DressNeutral tonesGradientCasualSummer
4dea57eb2f3ea1a12dfd7a0b15b2c302.png937*1280DressCool tonesSolidCasualSummer
4db421e4002e4e1621bc3e1da32fa969.png984*1280DressNeutral tonesSolidCasualSummer
cbb92f3500644752177cbb05abe790e2.png640*1280DressCool tonesPatternedCasual fashionSpring

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
categorystringThe category of maternity wear in the image, such as dresses, tops, pants, etc.
color_palettestringThe main color palette in the image, such as warm tones, cool tones, neutral tones, etc.
patternstringThe pattern style of the maternity wear in the image, such as solid color, stripes, floral, etc.
stylestringThe style of maternity wear in the image, such as casual, formal, casual chic, etc.
seasonstringThe season suitable for wearing the maternity wear, such as spring, summer, autumn, winter.

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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