Develop and deploy a machine learning (ML) model that can detect eye diseases and disorders such as cataract, eyecancer, etc. Using a dataset of labelled sample images to train the model and generate the risponse.
Try it out: Netra Rakshak
Python: Fastai, Kaggle Notebook, Kaggle Datasets
Deployement: nbdev, Gradio, Hugging Face Spaces Git & GitHub
- Various datasets from medical hospitals, Kaggle Datasets, Manual Data Collection.
Challenges with datasets: Most of the data available on internet is limited to the western world so, we decided to tackle it by collecting images manually.