Home/Retail/Home Outfit Virtual Try-On Dataset

Home Outfit Virtual Try-On Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
virtual try-on | home decoration | e-commerce
Applications:
image generation | style transfer | deep learning

Brief Introduction

The current retail e-commerce industry faces the challenge of users being unable to truly experience home outfits, especially when choosing furniture and decorations, making it difficult for users to judge their suitability. Existing solutions like static image display cannot meet the users' need for a real experience, leading to low conversion rates. Therefore, we have constructed this dataset to solve the selection difficulty of home outfits through virtual try-on technology. The dataset contains 20,000 synthetic images covering a variety of styles and categories, using high-quality image synthesis technology. Data collection is carried out through advanced image generation models, ensuring diversity and authenticity; at the same time, multiple rounds of annotation and expert review are implemented to ensure consistency and accuracy of annotations. The data is stored in JPG format and structured in JSON files for subsequent processing and analysis.

Sample Examples

ImageFile NameResolutionClothing TypeFabric MaterialColorPatternSize LabelStyleSleeve LengthNeckline TypeFit Type
d7af2845d53a150f72e776f1a6ce3a7f.png2160*2896Homewear SetCottonBlackPatchworkMSimpleLong SleeveRound NeckLoose Fit
78707d69999a0ded53adb7e7a6f20d1d.png2160*2504Homewear SetCottonBeigeSolidUnlabeledSimpleShort SleeveRound NeckLoose Fit
1748366f56a229ab8f56d6d778c0dcd1.png1936*2809Homewear SetUnknownBeigeSolidUnknownSimpleShort SleeveRound NeckLoose Fit
973d8a4781fb1e1038729c15e84a5542.png1759*2778Homewear SetCottonBlackSolidNot SpecifiedSimpleLong SleeveRound NeckLoose Fit
bafca7b3496058ed5ae0a82fb029cfbb.png1922*2809loungewear setcottonblacksolid colorMsimplelong sleeveround neckloose fit
a9e4be13fcfc06ee6efb32cc10a52550.png1917*2809loungewear setundeterminedblacksolid colorundeterminedsimplelong sleeveround neckloose fit
cdeaebb68883803f905a10397b16f28b.png2126*3015loungewear setcottonblack and whitestripednot labeledsimplelong sleeveround neckloose fit
07515fbe6c74f688bf36028e13003b4e.png1827*2809loungewear setcottontop is beige, pants are blackstripedunknownsimplelong sleeveround neckloose fit
473ffa15feb4c727e388fb2d04573688.png1891*2799loungewear setcottonblack and whitestripedMsimplelong sleeveround neckloose fit
dda36a0e0b643af78d9d1c98d26bfd99.png1854*2809loungewear setunknownbeigesolid colorunknownsimpleshort sleeveround neckloose fit

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
clothing_typestringThe type of clothing in the home outfit, such as pajamas, loungewear, etc.
fabric_materialstringThe material of the clothing fabric, such as cotton, silk, linen, etc.
colorstringThe color of the clothing.
patternstringThe pattern design on the clothing surface, such as stripes, plaid, solid color, etc.
size_labelstringThe size label of the clothing, such as S, M, L, XL, etc.
stylestringThe style of the clothing, such as minimalist, vintage, etc.
sleeve_lengthstringThe description of the sleeve length of the clothing, such as short sleeve, long sleeve, sleeveless, etc.
neckline_typestringThe type of neckline on the clothing, such as crew neck, V-neck, etc.
fit_typestringThe fit description of the clothing, such as slim fit, loose fit, 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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