Apparatus for providing digestive endoscopic image information analysis service based on visual integrated learning and detection model

摘要

An apparatus for providing an endoscopic image information analysis service according to an embodiment of the present invention provides an apparatus for providing an endoscopic image information analysis service, comprising: a learning data construction unit configured to construct a learning model corresponding to endoscopic image information based on prior learning data; an analysis processing unit that analyzes real-time image information received from the endoscope apparatus using one or more learning models generated according to the learning data; and a reporting processing unit that processes the analysis result of the analysis processing unit and provides reporting information corresponding to the real-time image information to a user terminal or an administrator terminal, wherein the analysis processing unit is based on a pre-built visual integrated learning model, and a visual integrated learning and detection model-based endoscopic image information analysis service providing apparatus for performing visual learning-based multi-label classification analysis and segmentation decoder-based detection processing of gastrointestinal endoscopy image data.