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Mobiusi/Maternity-Wear-Image-Classification-Dataset

Maternity Wear Image Classification Dataset 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… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Maternity-Wear-Image-Classification-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

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Dataset Card

Maternity Wear Image Classification Dataset

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.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
category	string	The category of maternity wear in the image, such as dresses, tops, pants, etc.
color_palette	string	The main color palette in the image, such as warm tones, cool tones, neutral tones, etc.
pattern	string	The pattern style of the maternity wear in the image, such as solid color, stripes, floral, etc.
style	string	The style of maternity wear in the image, such as casual, formal, casual chic, etc.
season	string	The season suitable for wearing the maternity wear, such as spring, summer, autumn, winter.

Compliance Statement

<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com