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.