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Mobiusi/Fashion-T-Shirt-Occlusion-Image-Dataset

Fashion T-Shirt Occlusion Image Dataset 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… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Fashion-T-Shirt-Occlusion-Image-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

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Dataset Card

Fashion T-Shirt Occlusion Image Dataset

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.

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.
tshirtbrandlogo	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

<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com