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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Eye disease detection (Glaucoma, Cataract, Retinal Diseases) #182

Open KomalT2003 opened 1 year ago

KomalT2003 commented 1 year ago

💥 Proposal

I recommend having an eye disease prediction system to stop the surge of eye diseases at early stages.

I aim to use a mix of various algorithms like The Logistic Regression, Random Forest, Gradient Boosting and Support Vector Machine algorithms for detection of dangerous eye diseases like Cataract and Glaucoma at early stages and help prevent it from becoming severe. Using the dataset: https://www.kaggle.com/datasets/arjunbhasin2013/ccdata @khusheekapoor I am a GSSOC 23 contributor! Please assign this project to me

theyashwanthsai commented 1 year ago

@KomalT2003 This is already implemented in issue #81. If you feel your idea is different. please let me know

KomalT2003 commented 1 year ago

Yes ! Actually the issue #81 focuses on retinal damage. My idea is to focus on Early stage detection of Glaucoma which affects the optic nerve and if not treated early can lead to complete blindness. As a next step of this project, I also aim to detect Cataract, which is the clouding of the lens of the eye and diabetic Retinopathy. Using the following dataset: https://www.kaggle.com/datasets/gunavenkatdoddi/eye-diseases-classification

theyashwanthsai commented 1 year ago

okay @KomalT2003 - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.