Mobiusi/Athletic-Pants-Occlusion-Image-Dataset

Athletic Pants Occlusion Image Dataset

The retail e-commerce industry faces challenges related to product visibility, particularly with items like athletic pants that may be occluded by other objects. Current datasets often lack comprehensive representation of occlusions, leading to errors in automated systems. This dataset aims to address these issues by providing a rich collection of images featuring various occlusions, specifically focusing on scenarios like blurred pant hems and backpacks covering designs. The dataset was created by capturing images in controlled environments using high-resolution cameras, ensuring a diverse range of occlusion scenarios. Quality control measures included multi-round annotations and expert reviews to maintain high accuracy and consistency. Data is stored in JPG format, organized by categories of occlusion types.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
occlusion_percentage	float	The proportion of track pants covered by other objects.
color	string	The main color of the track pants.
pattern	string	Whether there are patterns on the track pants, such as stripes, checks, etc.
orientation	string	The orientation of the track pants in the image, such as front, back, side.
fabric_material	string	The fabric material of the track pants, such as cotton, polyester.
brand_logo_visible	boolean	Whether the brand logo is visible in the image
wrinkle_level	string	The degree of wrinkles on the surface of the sweatpants, such as no wrinkles, slight wrinkles, severe wrinkles
lighting_condition	string	The lighting conditions when the image was taken, such as natural light, bright, dim
background_clarity	string	The clarity of the image background, such as clear, blurry

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

Source & Contact

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