This dataset1 contains images of ocular different diseases.
The data can be used to build and train an ML model that can detect ocular diseases.
This repo contains the following structure:
- data/: contains the CSV files and directory with images.
- dataset.csv: CSV file with all diseases.
- preprocessed_images/: directory with images preprocessed to 512x512.
The following shows a partial example of the data stored in dataset.csv that is used as the main example.
| labels | filename |
|---|---|
| C | preprocessed_images/24_right.jpg |
| C | preprocessed_images/112_right.jpg |
| N | preprocessed_images/0_right.jpg |
| N | preprocessed_images/1_right.jpg |
The label "C" indicates that the image contains a cataract and the label "N" indicates that the image does not contain a cataract.
Got questions, feedback, or want to join a community of machine learning practitioners working with exciting tools and projects? Check out our Community!
1 Dataset Credits: https://www.kaggle.com/andrewmvd/ocular-disease-recognition-odir5k