Surgical Doctor's Operational Posture Normative Classification Image Dataset

The current healthcare industry faces challenges due to insufficient standardization of surgical operational postures, leading to non-normative practices during surgeries, affecting outcomes. Existing solutions often lack systematic and targeted approaches, failing to effectively address posture recognition across different surgical scenarios. This dataset aims to solve technical issues and business needs regarding the lack of operational normativity in surgeries by providing a wealth of images depicting surgeons' operational postures. Data collection involves high-resolution cameras capturing images in real surgical environments, ensuring a variety of surgery types and postures are covered. For quality control, the data undergoes multiple rounds of annotation, expert review, and consistency checks to ensure annotation accuracy and consistency. The data is stored in JPG format, organized by category, facilitating subsequent retrieval and processing.