Home/Retail/Undershirt Image Classification Dataset

Undershirt Image Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
15000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product recognition | online shopping | inventory management
Applications:
image classification | object detection

Brief Introduction

The current retail e-commerce industry faces challenges with a wide variety of products and diverse consumer demands. Efficiently identifying and classifying product images has become a pressing technical need. Existing image recognition technologies often fall short in terms of accuracy and efficiency when processing large volumes of product images, especially for categories like undershirts, where color and style diversity adds to the classification challenge. This dataset aims to help develop more accurate image classification algorithms by providing high-quality images of undershirt products, thereby enhancing the product recognition capabilities of e-commerce platforms. The dataset is constructed using professional photography equipment in a standardized environment to ensure the clarity and consistency of each image. Additionally, data annotation has undergone multiple rounds of review and consistency checks to ensure the accuracy and reliability of the labels. Data is stored in JPEG format and organized into folders by category, facilitating subsequent model training and evaluation.

Sample Examples

ImageFile NameResolutionDominant ColorSleeve LengthNeckline TypeFabric TextureLogo PresenceBackground Complexity
f45342b457bd66878a22cdd4f53610d9.png960*1280whiteshort sleeveround neckglossynonesimple
222cda2cf498c0010606cbf5a21e5a61.png743*1280gray-blueshort sleeveround necksmoothpresentcomplex
13b8d8381a81fe51e3ded26e18cd0dca.png883*1280whiteshort sleeveround necksmoothnosimple
f49da3f0762f9413d68c1758f9fa9449.png901*1280whitelong sleeveround necksmoothnosimple
8c96a4024dda68bae9d4729ff6de941c.png771*1280white and blackshort sleeveround necksmoothyessimple

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
dominant_colorstringThe primary color of the undershirt in the image.
sleeve_lengthstringThe length of the sleeves on the undershirt, such as short sleeves, long sleeves, etc.
neckline_typestringThe type of neckline on the undershirt, such as round neck, V-neck, etc.
fabric_texturestringThe texture of the undershirt's fabric, such as smooth, rough, etc.
logo_presencebooleanIndicates whether there is a brand logo on the undershirt.
background_complexitystringThe complexity of the image background, such as simple, complex, etc.

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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