Journal article Open Access

Transfer Learning Based MA Detection (TL-MAD)

M. Kalpana Devi; M. Mary Shanthi Ran

Sponsor(s)
Blue Eyes Intelligence Engineering & Sciences Publication(BEIESP)

Diabetic Retinopathy (DR) is a microvascular complication of Diabetes that can lead to blindness if it is severe. Micro aneurysm (MA) is the initial and main symptom of DR. In this paper, an automatic detection of DR from retinal fundus images of publicly available dataset has been proposed using transfer learning with pre-trained model VGG16 based on Convolutional Neural Network (CNN). Our method achieves improvement in accuracy for MA detection using retinal fundus images in prediction of Diabetic Retinopathy.

Files (353.2 kB)
Name Size
C5449029320.pdf
md5:5ed013b099bb19d5726797d83e04d578
353.2 kB Download
35
12
views
downloads
Views 35
Downloads 12
Data volume 4.2 MB
Unique views 32
Unique downloads 12

Share

Cite as