Apparatus and method for diagnosing diabetic retinopathy in retinal images based on deep convolutional network

摘要

The present invention discloses an apparatus and method for diagnosing diabetic retinopathy in a retinal image based on a deep convolutional network. An apparatus for diagnosing diabetic retinopathy in a retinal image based on a deep convolutional network according to an aspect of the present invention includes: a retinal image collecting unit for collecting a retinal image; A pre-processing unit for pre-processing the collected retina image; and a diabetic retinopathy diagnosis unit for diagnosing diabetic retinopathy by extracting image features in real time using a convolutional neural network from the preprocessed retinal image.