Virtual Try-On – Garment and Model Photo Dataset

Leverage our Virtual Try-On dataset to train your models for realistic garment transfer.

The Virtual Try-On Dataset is a scalable, high-quality dataset designed to support the development and evaluation of AI models in the fashion and retail technology space. Each record represents a unique pairing of a human model and garment, offering high-resolution imagery from multiple perspectives along with detailed metadata. This dataset supports realistic visual diversity across clothing types, styles, and demographic categories, making it ideal for training virtual try-on systems, garment recognition models, and generative image tasks.

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While this free trial set includes 5,000 models, the full dataset currently spans **close to 500,000 model-garment pairs**, with regular updates. Each sample may include multiple photographic views of both the model and garment, offering diverse visual contexts.

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The dataset is delivered as a plain **MODELS** table containing metadata and direct image URLs. Images are hosted on a scalable cloud infrastructure and can be accessed via script or browser.

原始信息汇总

Virtual Try-On – Garment and Model Photo Dataset

概述

• 用途：训练模型实现数字化服装穿戴效果
• 提供商：DataHive AI
• 许可类型：免费试用
• 试用规模：5,000个模型样本
• 完整规模：近500,000个模型-服装配对
• 更新频率：定期更新
• 交付形式：包含元数据和直接图像URL的MODELS表
• 图像托管：可扩展的云基础设施

业务需求

1. 个性化客户体验
   • 训练深度学习管道模拟服装在不同体型、性别和姿势上的效果
2. 机器学习
   • 开发模型生成服装在不同模型类型和姿势上的新图像
   • 减少对昂贵照片拍摄的依赖并扩展训练覆盖范围

数据字典

MODELS表结构

列名	数据类型	描述
MODEL_ID	Varchar	模型ID
MODEL_TITLE	Varchar	模型标题
MODEL_FRONT	Varchar	模型正面图像URL
MODEL_BACK	Varchar	模型背面图像URL
GARMENT_FRONT	Varchar	服装正面图像URL
GARMENT_BACK	Varchar	服装背面图像URL
TYPE1	Varchar	类型1
TYPE2	Varchar	类型2
GENDER	Varchar	性别

使用示例

查询所有男士外套

sql SELECT * FROM MODELS WHERE GENDER = male AND TYPE2 = coat

类别

• Commerce
• Machine Learning
• Personalize Customer Experiences

联系方式

• 销售：[e-mail]
• 支持：[e-mail]

数据更新

• 刷新频率：季度更新
• 时间覆盖范围：最近1个月
• 更新类型：基于事件

云区域可用性

AWS

• Africa (Cape Town)
• Asia Pacific (Jakarta)
• Asia Pacific (Mumbai)
• Asia Pacific (Osaka)
• 45 More

法律条款

• 标准条款

关于DataHive AI

DataHive (DataHive.ai)专注于收集、处理高质量网络数据（如文本、图像和视频），用于任何类型的模型训练和微调。

搜集汇总

背景与挑战

背景概述

该数据集包含约50万组模特与服装的高清多视角配对图像及元数据，专为虚拟试衣系统、服装识别和图像生成等AI模型的训练而设计。数据以元数据表形式提供，图像通过云端链接访问，支持时尚零售技术领域的多样化视觉需求。