Glaucoma classification

Glaucoma and related diagnostic features classification for JustRAIGS grand challenge.

For details of the project see ISBI 2024 paper. DOI: 10.1109/ISBI56570.2024.10635144

The algorithm is available to use on Grand Challenge website.

Acknowledgments

• The trim_and_resize function in Images_preprocessing.py and inference.py was adapted from Aladdin Persson's Machine Learning Collection, used under the MIT license.

• The UNet_masks.py file was adapted from Paresh shahare' Optic Disc Segmentation Collection. Information about the license are not provided by the author.

• The Masks_preprocessing.py, YoloV8_training.py and YoloV8_inferences.py were adapted from Computer vision engineer's Image Segmentation YoloV8 Collection, used under the AGPL-3.0 license.