PolyDeep

PolyDeep is a research project that seeks to improve the detection and classification of colorectal polyps through colonoscopies. To achieve this, PolyDeep proposes the development of a CAD system to assist the endoscopist during the endoscopy. The core of this CAD system consists of two Deep Learning models, one for detection and another one for classification, developed using a new polyp video and image dataset created in collaboration with the CHUO Hospital (Ourense, Spain).