Women's Dress Fitting Dataset
V1.0Latest Update: | 2025-10-16 | Samples: | 10000 records |
Samples: | 10000 records | ||
File Size: | 2.1G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | online fitting | virtual fitting room | e-commerce display | ||
Applications: | image generation | style transfer | augmented reality | ||
Brief Introduction
The current retail e-commerce industry faces the problem of insufficient online shopping experience, especially since consumers cannot realistically try on clothes before purchasing, leading to high return rates. Most existing virtual fitting technologies are based on simple image processing and cannot accurately reflect the matching effect of clothing and models. This dataset aims to provide high-quality dress fitting images to help develop more accurate virtual fitting solutions. Data collection uses professional photography equipment, selecting various models and backgrounds to ensure diversity and authenticity. Quality control measures include multiple rounds of labeling and expert review, with storage formats in JPG and JSON, and data organized in a clear and orderly manner.
Sample Examples
| Image | File Name | Resolution | Dress Color | Dress Pattern | Dress Length | Sleeve Type | Neckline Type | Dress Fit | Model Pose |
|---|---|---|---|---|---|---|---|---|---|
 | cc11c5901248301b0163c854871d90b5.jpg | 1280*2575 | white and blue | floral | midi dress | sleeveless | square neck | slim fit | standing |
 | e361c93c30543b64bd875e3c524d4aa6.jpg | 1280*2843 | white and blue | floral | midi dress | sleeveless | square neck | slim fit | standing |
 | 02797238666e3fb9cc83123fc6c7af12.jpg | 1280*1942 | white and blue | floral | midi dress | sleeveless | square neck | slim fit | none |
 | 44e7d8fd4524d8cf3131c9b3aefb4fa1.jpg | 1280*3013 | White and blue | Floral | Medium length dress | Sleeveless | Square neck | Slim fitting | Standing |
 | e841c965c53d6e525b66943d071fd732.jpg | 1280*2836 | White and blue | Floral | Medium length dress | Sleeveless | Square neck | Slim fitting | Standing |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| dress_color | string | This field indicates the color of the dress, such as red, blue, etc. |
| dress_pattern | string | This field describes the pattern of the dress, such as stripes, floral, etc. |
| dress_length | string | This field indicates the length of the dress, such as mini, midi, or maxi. |
| sleeve_type | string | This field reflects the type of sleeve on the dress, such as sleeveless, long-sleeve, short-sleeve. |
| neckline_type | string | This field describes the neckline style of the dress, such as a round neck, V-neck, or off-shoulder. |
| dress_fit | string | This field defines the fit of the dress, such as slim, loose, or A-line. |
| model_pose | string | This field describes the pose of the model wearing the dress, such as standing, walking. |
Compliance Statement
| Item | Content |
|---|---|
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs |
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