Sports Vest Occlusion Image Dataset

The retail e-commerce industry faces challenges in accurately presenting apparel items, especially when occlusions occur due to arm positioning or fabric folds. Existing datasets often lack comprehensive representations of such scenarios, leading to poor model performance in real-world applications. This dataset aims to address the technical issue of occluded image analysis, which is crucial for improving product visibility and customer experience in online shopping. The dataset comprises images collected under varied lighting conditions and backgrounds to ensure diversity. The data is gathered through a structured process involving high-quality cameras in controlled environments. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to ensure reliability. The images are stored in JPG format, organized in directories based on occlusion types and labeled for easy access.