A smart solution for detection of health problems from the fundus image of the eye. Used Convolutional neural network Model with Fundus images for detection of serious diseases at preliminary stages.

Link: https://smartophtho.herokuapp.com/

Product:

Chart:

FlowChart:

MODEL INFORMATION

Parameters :

img_width, img_height = 150, 150
batch_size = 32
samples_per_epoch = 1000
validation_steps = 300
nb_filters1 = 32
nb_filters2 = 64
conv1_size = 3
conv2_size = 2
pool_size = 2
classes_num = 3
lr = 0.0004

Model Layers :