Leather Jacket Fitting Simulation Dataset
V1.0Latest Update: | 2025-10-12 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 3.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | virtual fitting | e-commerce platform | user experience enhancement | ||
Applications: | image synthesis | computer vision | deep learning | ||
Brief Introduction
The current retail e-commerce industry is facing significant challenges in user experience, especially in online shopping for clothing items, where consumers cannot truly perceive the fit and style of the garment. Most existing virtual fitting solutions rely on simple image processing techniques and cannot provide a personalized and highly realistic fitting experience. Therefore, developing a high-quality leather jacket fitting simulation dataset aims to help customers achieve a better experience in online shopping through high-precision image synthesis technology. This dataset will combine various models and diverse clothing styles to meet the needs of different users. Data collection uses high-resolution cameras in a professional photography studio to ensure image clarity and color reproduction. We implement multiple rounds of annotation and consistency checks to ensure high data quality. Additionally, images are stored in JPG format for quick loading and use.
Sample Examples
| Image | File Name | Resolution | Model Pose | Lighting Condition | Background Clarity | Jacket Fit | Jacket Color | Model Expression | Jacket Texture |
|---|---|---|---|---|---|---|---|---|---|
 | 6d31da2dcbbfb744c9999d4f74f7b63b.jpg | 932*1280 | Model standing, left hand in pocket, right hand on brim of hat, head slightly lowered. | Natural even light, from outdoor environment. | Background is slightly blurred but building outlines and windows are visible. | The leather jacket fits the model's body well, not loose. | Black. | Model's facial expression unclear, partially obscured by lowered head. | Leather surface is smooth, slightly reflective. |
 | d0a88378865aa28f3b9cccf6e2030da2.jpg | 906*1280 | Model facing away from the camera, hands in pockets. | Natural light, evenly distributed, slightly overcast. | Background is fairly clear, showing building walls and windows. | The leather jacket is loose, with some space around the model's body. | Black. | The model's face is not visible, expression cannot be judged. | Smooth leather jacket, slightly reflective. |
 | f7330486db8e4f9482559ece8ce91260.jpg | 928*1280 | The model has hands in pockets, head slightly lowered. | Natural lighting, evenly distributed, no noticeable shadows. | Background is an outdoor building, clearly visible with rich details. | The jacket is relatively loose, with some space between the model's body. | Black. | Serious expression, looking down. | The jacket material is smooth with a slight sheen. |
 | 76d0d817b5579e1da0000fecd274f020.jpg | 1280*1280 | No model is showcasing the jacket in the image. | Soft and evenly distributed lighting is used, avoiding noticeable shadows. | The background is pure white, very clear and clean. | Unable to assess the fitting of the jacket on the model. | Black. | No facial expression of the model in the image. | The jacket material is smooth leather with a noticeable sheen. |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| model_pose | string | Description of the model's pose wearing the leather jacket in the image. |
| lighting_condition | string | Type and distribution of lighting used during the image capture. |
| background_clarity | string | The clarity and description of the background in the image. |
| jacket_fit | string | The fit of the leather jacket on the model as depicted in the image. |
| jacket_color | string | Color information of the leather jacket in the image. |
| model_expression | string | Facial expression displayed by the model in the image. |
| jacket_texture | string | Detailed description of the material and texture of the leather jacket. |
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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