Fashion T-Shirt Occlusion Image Dataset
#image classification #object detection #fashion recognition #product recommendation #visual search
- 15000 records
- 1.5G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-23
AI Analysis & Value Prop
The retail e-commerce industry faces significant challenges in accurately recognizing and recommending fashion items due to occlusion issues in images. Current solutions often fall short in handling overlapping clothing items or partial visibility, leading to poor customer experience and lost sales opportunities. This dataset aims to address these challenges by providing a comprehensive collection of images depicting T-shirts with various occlusion scenarios, which can be used to enhance recognition algorithms. The dataset is constructed from diverse sources, including online fashion retailers and social media platforms, ensuring a rich variety of styles and occlusion types. Quality control measures involve multiple rounds of annotation, consistency checks, and expert reviews to ensure high accuracy. The data is stored in JPG format, organized by categories of occlusion and fashion style.
Dataset Insights
Sample Examples
f81120c4**.png|1500*2042|2.00 MB
309452b2**.png|1500*1431|1.60 MB
b380d218**.png|1500*2282|2.16 MB
05714482**.png|1500*2005|1.86 MB
48805ba9**.png|1500*2305|3.42 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| tshirt_color | string | The primary color of the T-shirt in the image. |
| tshirt_pattern | string | The type of pattern on the T-shirt, such as stripes, prints, solid colors, etc. |
| tshirt_style | string | The style of the T-shirt, such as V-neck, round neck, long sleeve, short sleeve, etc. |
| tshirt_brand_logo | string | Indicates whether there is a brand logo, and specifies the brand name if present. |
| tshirt_size | string | The size of the T-shirt, such as S, M, L, etc. |
| visibility_level | string | Describes the level of occlusion of the T-shirt in the image, such as partially occluded, fully visible, etc. |
| accessories_present | boolean | Indicates whether there are accessories related to the T-shirt in the image, such as hats, necklaces, etc. |
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 main use of the Trendy T-shirt Occlusion Detection Image Dataset?
- This dataset is primarily used to identify and detect instances where trendy T-shirts are occluded by other objects in images, thereby improving the accuracy of fashion product recognition and recommendations.
- Which industry is the Trendy T-shirt Occlusion Detection Image Dataset suitable for?
- This dataset is particularly suitable for the retail industry, especially in fashion product recognition and recommendation systems.
- How can the Trendy T-shirt Occlusion Image Dataset be used for fashion product recommendations?
- Machine learning models can utilize occlusion information from the dataset to enhance the ability to recognize trendy T-shirt products, thereby improving the accuracy of recommendation systems.
- What are the advantages of using the Trendy T-shirt Occlusion Image Dataset?
- This dataset provides high-quality image data that aids in improving models' object detection capabilities under occluded scenarios, enhancing the overall effectiveness of fashion applications.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Fashion T-Shirt Occlusion Image Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/795143d8bbefe225a55b756e2cd7d5a3?dataset_scene_id=9},
urldate={2025-08-28},
keywords={fashion dataset,T-shirt occlusion,image classification,retail e-commerce,object detection},
version={1.0}
}Using this in research? Please cite us.
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