Delving into High Quality Endoscopic Diagnoses.

This paper introduces the solution to the Detection Task and Segmentation Task of ICPR 2020 EndoTect Challenge [ 7 ] from the DeepBlueAI Team. The Detection Task is essentially a classification problem whose target is to distinguish between 23 types of digestive system diseases. For this task, we try different data augmentation methods and feature representation networks. Ensemble learning is also adopted to improve classification performance. For the Segmentation Task, we implement it in both semantic segmentation manner and instance segmentation manner. In comparison, semantic segmentation gets a relatively better result.