A new augmentation that adds synthetic specular reflections to colonoscopy images improved YOLOv5 polyp detection mAP50 from 77.5% to 80.7% on the Harvard Dataverse dataset.
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White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection
A new augmentation that adds synthetic specular reflections to colonoscopy images improved YOLOv5 polyp detection mAP50 from 77.5% to 80.7% on the Harvard Dataverse dataset.