Work Pants Occlusion Image Dataset
V1.0Latest Update: | 2025-10-12 | Samples: | 10000 records |
Samples: | 10000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | image recognition | object detection | fashion analysis | ||
Applications: | classification | segmentation | detection | ||
Brief Introduction
The retail e-commerce industry is currently facing challenges in accurately detecting and categorizing products that may be partially obscured by other items, such as tool bags or accessories. Existing solutions often struggle with precision in these scenarios, leading to missed opportunities in automated product recognition and inventory management. This dataset aims to address the technical issue of occlusion in images by providing a comprehensive collection of work pants images that include various types of obscured views. The data is collected using high-resolution cameras in controlled environments to ensure consistency, and quality control measures such as multiple rounds of annotation and expert reviews are implemented. The images are stored in JPG format, organized in a structured directory for easy access and processing.
Sample Examples
| Image | File Name | Resolution | Object Visibility | Folding Condition |
|---|---|---|---|---|
 | b2ad7321353bc585d6ad7be167bc7431.jpg | 1280*1706 | 90% | no folds present |
 | e287842afcdcdb9cd974209e0b294209.jpg | 1280*3674 | 90% | no folds present |
 | aafc610cfc5f6e775af91c2bc2f971fc.jpg | 1280*1706 | 100% | No folding |
 | ee669838ed0195f2b8c2efc41620dcf5.jpg | 1280*1708 | 100% | No Folding |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_visibility | float | The percentage of the target object's visibility in the image, used to assess the degree of occlusion. |
| fold_presence | boolean | Determines whether the overalls are folded, affecting the accuracy of recognition and classification. |
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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