Retinal Image Analysis
Did this project under the guidance of Professor Dr. Anil Kumar Tiwari from IIT Jodhpur. The motivation of this project was to create a software which would assist in automated detection of retinal diseases taking the images of the retinas as input.
- Led a team of 3 members and implemented various deep learning algorithms related to Hypertensive Retinopathy detection.
- Implemented Retinal Vessel Segmentation and worked on image enhancement algorithms.
- Analyzed differentImage Classification models like VGG16, ResNet50, for detecting diseases from the images of the retinas.