Parent-Child Outfit Image Classification Dataset

#classification tasks #image recognition #machine learning #product identification #online shopping #image search
  • 15000 records
  • 2.7G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-13

AI Analysis & Value Prop

With the rapid development of retail e-commerce, the parent-child outfit market is also gradually expanding, and consumer demand for parent-child outfit products is increasing. However, existing product classification systems often fail to accurately identify and classify parent-child outfits, leading to poor user experience and affecting sales performance. Current solutions lack in labeling accuracy and data integrity, making it difficult to meet the growing market demand. Therefore, the construction of a parent-child outfit image classification dataset is aimed at improving the accuracy of product identification and meeting the classification needs of e-commerce platforms for parent-child outfit products. This dataset contains 15,000 images of parent-child outfit products, and through high-quality labeling and classification, it helps e-commerce platforms provide more accurate search and recommendation services. Data collection was carried out using high-resolution cameras in well-lit environments to ensure image quality. We have undertaken multiple rounds of labeling and consistency checks to ensure the accuracy of annotations, and invited domain experts for review. Data is stored in JPG format, and images are organized into folders according to category to facilitate subsequent retrieval and processing.

Dataset Insights

Sample Examples

a69a5f53**.png|961*1280|982.95 KB

bf4e60bb**.png|908*1280|997.35 KB

a3ea49d7**.png|925*1280|865.47 KB

dbe41675**.png|969*1280|1.76 MB

8401281f**.png|992*1280|1.07 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
clothing_typestringThe type of clothing in the image, such as 'T-Shirt', 'Dress' or 'Set'.
number_of_peopleintThe number of people appearing in the image.
background_scenestringThe background scene where the image was taken, such as 'indoor', 'outdoor', 'studio', etc.
age_group_detectedstringThe age group of the people detected, such as 'adult', 'child', or 'infant'.
color_palettestringThe main color palette described in the image, such as 'warm colors', 'cool colors', or 'neutral colors'.
pose_typestringThe type of poses of the people in the image, such as 'standing', 'sitting', or 'walking'.

Compliance Statement

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

Frequently Asked Questions

What machine learning tasks is this dataset suitable for?
The parent-child clothing image classification dataset is suitable for image recognition and classification tasks, especially for identifying and analyzing parent-child clothing products in the retail industry.
How can this dataset be used to improve retail business efficiency?
By using the parent-child clothing image classification dataset, products can be automatically recognized and categorized, enhancing the efficiency of inventory management and product recommendations.
Why is image classification important in the retail industry?
Image classification helps retailers quickly identify and categorize products, automate management and recommendation processes, thereby increasing sales and customer satisfaction.
What are the main components of the parent-child clothing image classification dataset?
It mainly consists of images of parent-child clothing products, which are used to train machine learning models for classification and recognition.
What are common challenges when using this dataset for image classification?
Challenges may include handling diverse image backgrounds, different lighting conditions, and the variability of clothing styles.

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Cite this Work

@dataset{Mobiusi2025,
  title={Parent-Child Outfit Image Classification Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/0108f48bff42a227d1971cac55c9ec61},
  urldate={2025-09-15},
  keywords={parent-child outfit, image classification, e-commerce dataset, product identification},
  version={1.0}
}

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