Casual Jacket Occlusion Image Dataset
#object detection #image segmentation #image recognition #occlusion detection #fashion analysis
- 15000 records
- 3.2G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The retail e-commerce sector faces challenges such as accurately detecting clothing items when they are partially obscured, leading to potential misclassification and poor customer experiences. Existing datasets often lack diversity in occlusion scenarios and do not adequately represent real-world conditions where clothing items are worn. This dataset aims to address these issues by providing a comprehensive collection of images where casual jackets are occluded by movement or other clothing items. The data was collected using high-resolution cameras in varied lighting conditions, ensuring a wide range of scenarios. Quality control measures included multiple rounds of annotation by trained professionals, followed by consistency checks and expert reviews. The dataset is organized in JPG format, with images systematically categorized for ease of access and analysis.
Dataset Insights
Sample Examples
1d144dc5**.jpg|1280*2249|219.09 KB
1eef880a**.jpg|1280*1330|253.65 KB
6866b415**.jpg|1280*1123|138.66 KB
e4a3fc90**.jpg|1280*1173|325.32 KB
361238f1**.jpg|1280*1706|264.52 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| jacket_style | string | Identifying the style of the jacket in the image (e.g., short, long, etc.). |
| background_scene | string | The type of scene in the background of the jacket image (e.g., indoor, outdoor). |
| model_presence | boolean | Whether there is a model showcasing the jacket in the image. |
Compliance Statement
| 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 |
Frequently Asked Questions
- What is the Casual Jacket Item Occlusion Recognition Image Dataset?
- The Casual Jacket Item Occlusion Recognition Image Dataset is a high-quality image dataset specifically designed for e-commerce, used for object detection in identifying casual jacket products.
- Which industries primarily use the images in this dataset?
- The images in this dataset are primarily used in the retail industry, especially for product recognition and promotion in e-commerce.
- What are the application scenarios for the Casual Jacket Item Occlusion Recognition Image Dataset?
- This dataset can be used to develop and enhance commercial image recognition systems, helping to identify and classify casual jacket products on online retail platforms.
- Why choose the Casual Jacket Item Occlusion Recognition Image Dataset for object detection research?
- This dataset provides images with clear object detection annotations, offering researchers effective data to optimize product recognition algorithms.
- How is the high quality of images in the dataset ensured?
- The images in the dataset are carefully selected to ensure clarity and detail completeness, making them suitable for high-precision object detection tasks.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Casual Jacket Occlusion Image Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/3ed7dffb15abeffe3f688741d3838cbc?dataset_scene_id=9},
urldate={2025-08-28},
keywords={casual jacket dataset,occlusion detection dataset,fashion image dataset,retail e-commerce images},
version={1.0}
}Using this in research? Please cite us.
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