Sports Vest Occlusion Image Dataset
#Image Classification #Object Segmentation #Image Recognition #Object Detection #E-commerce Analysis
- 5000 records
- 1.2G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-13
AI Analysis & Value Prop
The retail e-commerce industry faces challenges in accurately presenting apparel items, especially when occlusions occur due to arm positioning or fabric folds. Existing datasets often lack comprehensive representations of such scenarios, leading to poor model performance in real-world applications. This dataset aims to address the technical issue of occluded image analysis, which is crucial for improving product visibility and customer experience in online shopping. The dataset comprises images collected under varied lighting conditions and backgrounds to ensure diversity. The data is gathered through a structured process involving high-quality cameras in controlled environments. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to ensure reliability. The images are stored in JPG format, organized in directories based on occlusion types and labeled for easy access.
Dataset Insights
Sample Examples
b39efd5c**.jpg|1224*1632|197.72 KB
61d20ee9**.jpg|1272*1571|310.50 KB
ad732f96**.jpg|1358*1364|77.85 KB
48d626ca**.jpg|1224*1632|334.09 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| obstruction_level | string | The degree to which the sports vest is obscured, such as not obscured, partially obscured, or fully obscured |
| color_variation | string | The color or color combinations of the sports vest |
| label_accuracy | float | The accuracy rating for identifying the target labels of the sports vest |
| background_complexity | string | The complexity of the image background, such as simple, moderate, or complex |
| pose_variation | string | Variations in the posture of a person wearing a sports vest, such as front, side, back. |
| brand_visibility | string | The visibility of the brand logo on the sports vest, e.g., clear, blurry, unclear. |
| seasonal_context | string | Whether the sports vest in the image is related to a specific season, such as summer or winter. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| 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 |
Frequently Asked Questions
- What is the Sports Vest Product Occlusion Recognition Image Dataset?
- The Sports Vest Product Occlusion Recognition Image Dataset is an object detection dataset designed for the e-commerce sector, focusing on occlusion issues of sports vests in images to advance image recognition technology.
- How does this dataset promote the development of image recognition technology?
- By analyzing occlusion cases in sports vest images, this dataset provides a benchmark for researchers to develop and refine image recognition algorithms, improving their accuracy in handling occlusions.
- What are the benefits of applying this dataset in the e-commerce industry?
- Applying this dataset in the e-commerce industry enhances the accuracy of processing product images, improves user shopping experiences, and makes recommendation systems more precise.
- What are the main features of the Sports Vest Product Occlusion Recognition Image Dataset?
- The main features include high-quality image data with detailed annotations, focusing specifically on sports vest occlusion scenarios, making it an ideal choice for studying product recognition in complex backgrounds.
- How can this dataset be used to improve the accuracy of product detection?
- By training with this dataset, algorithms can improve their accuracy in recognizing occlusions of sports vests, aiding in better handling of similar product detection tasks.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Sports Vest Occlusion Image Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/bd90e89d09a6c0196dc5d71c97a46221},
urldate={2025-08-28},
keywords={sports vest dataset,image occlusion dataset,e-commerce image analysis,object detection dataset},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder