Trench Coat Virtual Try-On Dataset

#image generation #style transfer #image composition #virtual try-on #online shopping #personalized recommendation
  • 5000 records
  • 1.5G
  • JPG/PNG/JSON
  • CATL
  • MOBIUSI INCMOBIUSI INC
Updated:2026-10-25

AI Analysis & Value Prop

The current retail e-commerce industry faces a strong demand from consumers for personalized shopping experiences, especially in the clothing sector. Traditional online shopping methods often fail to meet the users' diverse needs for style and matching. Although existing virtual fitting technologies have made progress, they often lack sufficient image samples, resulting in unrealistic fitting effects that impact user experience. This dataset aims to improve the effectiveness of virtual fitting technology by providing diverse trench coat images to meet users' personalized needs. The dataset includes 5000 high-quality trench coat images covering various styles and colors, supporting tasks such as image generation and style transfer. Data collection uses professional photography equipment, captured under natural lighting conditions to ensure image quality. Each image undergoes multiple rounds of annotation and expert review to ensure the consistency and accuracy of annotations. Data is stored in JPG format, organized into folders categorized by type and style to facilitate subsequent use and retrieval.

Dataset Insights

Sample Examples

6255399d**.jpg|1280*1280|69.58 KB

4f97b046**.jpg|1280*1151|114.65 KB

6776eedc**.jpg|1080*1439|127.08 KB

9f7e4447**.jpg|763*1280|76.33 KB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
image_brightnessfloatThe overall brightness level of the image.
image_contrastfloatThe contrast level of the image, indicating the degree of difference between bright and dark areas in the image.
dominant_colorstringThe dominant color in the image, which is typically the most prominent color.
color_palettestringA list of various colors present in the image.
texture_descriptionstringDescription of the material texture of the clothing in the image.
image_orientationstringThe orientation of the image, which can be either portrait or landscape.
model_posestringDescription of the model's pose in the image.
garment_lengthstringDescription of the garment's length in the image, such as long, short, or medium.
sleeve_lengthstringDescription of the sleeve length of the garment, such as long sleeves or short sleeves.
collar_typestringDescription of the type of collar, such as lapel or stand-up collar.
fit_typestringDescription of how the garment fits, such as tight or loose.

Compliance Statement

Authorization TypeProprietary - Commercial AI Training License (No Redistribution)
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 is the Trench Coat Virtual Try-On Dataset?
The Trench Coat Virtual Try-On Dataset is a multimodal dataset that includes images for virtual fitting experiences, aiming to enhance online shopping experiences in the retail industry.
What is the main purpose of the Trench Coat Virtual Try-On Dataset?
The dataset is primarily used to improve personalization and realism in online shopping, helping consumers make better decisions through virtual try-on experiences.
Which industry sectors are suitable for the Trench Coat Virtual Try-On Dataset?
This dataset is mainly suitable for the retail industry, especially in online apparel sales scenarios.
What are the advantages of using the Trench Coat Virtual Try-On Dataset?
Using this dataset can enhance personalized online shopping experiences, allowing consumers to better preview the actual product effect before purchase, thereby reducing return rates.
What is the data modality of the Trench Coat Virtual Try-On Dataset?
The data modality of the Trench Coat Virtual Try-On Dataset is imagery, which is used to create virtual try-on experiences.

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Cite this Work

@dataset{Mobiusi2025,
  title={Trench Coat Virtual Try-On Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/7b25d752fa7f88f51afac6a2434d807c},
  urldate={2025-09-15},
  keywords={trench coat dataset, virtual try-on, image composition, online shopping, personalized recommendation},
  version={1.0}
}

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