Can I read Early Eye Disease Detection with ML on EtoBox?
Early Eye Disease Detection with ML by srib2183 is a document available to read on EtoBox.
What is Early Eye Disease Detection with ML about?
The study investigates the use of machine learning, specifically Convolutional Neural Networks, for early detection of eye diseases, achieving 91% accuracy. A user-friendly GUI was developed for real-time diagnosis, incorporating Explainable AI techniques to enhance interpretability. Limitations include a small dataset and challenges in clinical adoption, with future work focusing on expanding the dataset, improving model performance, and ensuring ethical compliance.
- Author
- srib2183
- Language
- EN