Outdoor Jacket Occlusion Image Dataset

The retail e-commerce industry is increasingly challenged by the need for precise image recognition and object detection under varying conditions such as occlusions and reflections from materials like rain gear and backpacks. Existing datasets often fall short in representing these complex scenarios, leading to reduced model performance in real-world applications. This dataset aims to address these challenges by providing a comprehensive collection of outdoor jacket images featuring various types of occlusions and environmental reflections. Data was collected using high-resolution cameras in diverse outdoor settings, ensuring a wide range of weather conditions and occlusion types. Quality control measures included multiple rounds of annotation, consistency checks, and expert reviews to maintain high annotation accuracy and reliability. The dataset is organized in JPG format, with images stored in a structured directory that allows easy access and retrieval.