Diabetic Retinopathy Detection using Neural Networking
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 4, Issue 4
Abstract
The clinical and laboratory studies states that diabetic retinopathy is the major cause of permanent blindness among the aged personalities. The problem with this disease is that there is no cure for it and the only thing we can do is to detect the disease as soon as possible in order to prevent further loss of vision. In this system we propose a CNN approach for diagnosing DR from retinal images and classifying the stages of the disease .The classification is done based on the haemorrhages, micro aneurysms present in the retinal image. We train this network using a high end graphics processor unit GPU using kaggle data set and the disease classification is done, hence we can identify the the disease and prevent the further loss of vision. N Rahul | Roy Eluvathingal | Sanith Jayan K | Mr. Anil Antony "Diabetic Retinopathy Detection using Neural Networking" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31487.pdf
Authors and Affiliations
N Rahul | Roy Eluvathingal | Sanith Jayan K | Mr. Anil Antony
Keywords
Related Articles
- EP ID EP686559
- DOI -
- Views 118
- Downloads 0
Analysis of Frauds in Indian Banking Sector
Indian economy is one of the world’s fastest growing economies with special growth of banking sector in the past few decades. Banking sector is the backbone of any economy. The Indian banking sector has experienced con...
Land use Land Cover and Vegetation Analysis of Gujarat Science City Campus, Ahmedabad, Gujarat
This paper illustrates the Land use Land cover detection and floral diversity of Gujarat science city campus, Ahmedabad, Gujarat, India. It is one of the science centers of the Gujarat state managed by the State Governme...
Cellular Computing
Cellular computing is a discipline that deals with the analysis and modelling of real cellular processes for the purpose of computation. It essentially uses engineering principles to study and manipulate cells. This pape...
An Efficient Secure Ad Hoc Routing Protocol for Optimize the Performance of Mobile Ad Hoc Network MANET
Nowadays Mobile Ad Hoc Network MANET is an emerging area of research to provide various communication services to the end users. Recently the fields of MANET have yielded more and more popularity and thus MANET have beco...
A Descriptive Study on Assessment of Knowledge Regarding Menstrual Hygiene among the Adolescent Girls in PUC, Dayananda Sagar Institution, Bengaluru
A descriptive study on assessment of knowledge regarding menstrual hygiene among the adolescent girls in PUC, Dayananda Sagar Institution, Bangalore carried out by Ms.Susanti Kath, Ms. Tara Ghale, Ms. Pooja Rai, Ms. Mamt...