Inspiration
Since many people are facing eye diseases i did this task so that even if i spent some time on this i would like to save a millions of lives who have this disease and to get cure before they get permanent blindness
What it does
It predicts the which of the 5 levels are affected in their eye
How I built it
I built this with Tensorflow and keras.I did image processing with opencv.I got this data from kaggle website
Challenges I ran into
Image resizing.Image localizations.Which features predicts the level of disease
Accomplishments that I'm proud of
I trained this image and i get an upto some level of accuracy that it predicts the disease level correctly on a not-seen image
What I learned
I learned Convolution neural network,opencv and how to preprocess the images before giving it into the training neural network
What's next for Diabetic Retinopathy Detection
Improve my accuracy score so that it predicts even more correctly
