Home/Retail/Children's Dress Image Classification Dataset

Children's Dress Image Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
15000 records
File Size:
2.8G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Product Recognition | Market Analysis | User Recommendations
Applications:
Image Classification | Object Detection

Brief Introduction

The current retail e-commerce industry faces challenges such as a wide variety of products and consumer difficulty in choosing, especially in the field of children's clothing, where the accuracy of product recognition and classification directly affects sales and user experience. Existing solutions often rely on manual annotation, which is inefficient and prone to error. This dataset aims to address the need for automatic recognition and classification by providing high-quality images of children's dresses. The dataset is collected from various e-commerce platforms using web crawling technology, ensuring sample diversity. Data quality control is conducted through multiple rounds of annotation, consistency checks, and expert review to ensure accuracy and consistency of the annotations. Data is stored in JPG format and organized in a folder structure for easy subsequent reading and processing.

Sample Examples

ImageFile NameResolutionColorPatternSleeve LengthDress LengthStyleMaterialEmbellishments
a8dfd8721946b606d8cfb80562a9cbc2.png1027*1280whitecartoon printsleevelessknee-length skirtcasualcottonno obvious decorations
7f3b25cd78bc3b1544d3a3c2a500d8cf.png966*1280Multicolor, mainly light colorsFloral printShort sleeveKnee-length dressCasualCottonNo obvious embellishments
f3d94a4af022d45e53762723c3d73b14.png935*1280Orange and bluePrintSleevelessKnee-length dressCasualCottonNo obvious embellishments
76a35390a0ee9d3a3daaadce8c2e6184.png944*1280Mainly pink and yellowPrintSleevelessKnee-length dressCasualCottonRuffles, Bows
d494df56a52ae654bee5faf06254b96f.png999*1280WhitePrintSleevelessKnee-length dressDress styleGauzeFloral embellishments

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
colorstringThe primary color of the children's dress in the image.
patternstringThe type of pattern shown on the children's dress, such as stripes or prints.
sleeve_lengthstringThe length of the sleeves on the children's dress, such as short sleeves, long sleeves, or sleeveless.
dress_lengthstringThe length of the children's dress, such as mini, knee-length, or maxi.
stylestringThe design style of the children's dress, such as casual, formal, or party style.
materialstringThe primary material of the children's dress, such as cotton or polyester.
embellishmentsstringThe embellishment details on the children's dress, such as lace, buttons, or bows.

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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