Recode-Hive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
MIT License
55 stars 127 forks source link

Cataract Eye disease detection using Deep learning #328

Open RajKhanke opened 2 weeks ago

RajKhanke commented 2 weeks ago

Is there an existing issue for this?

Feature Description

In the healthcare domain of this project i want to add new feature of detecting cataract in eyes of the people at earlier stage using dep learning algorithms like CNN, Mobilenet or VGG16. The feature will classify the given eye image as cataract or not and generate alarm in case of cataract detected with the help of model trained using Kaggle eye image dataset

Use Case

Cataract Eye disease (called Motyabindu in Hindi) is frequently seen in old age people. improper management and lack of earlier remedy can lead to eye loss. hence this feature can be used to avoid such use scenarios.

Benefits

Following benefits are offered by project : 1)Early detection of cataract at homes 2) Saving eyes of a lot of people 3)Strengthen the healthcare and machine learning domain

Add ScreenShots

none

Priority

High

Record

github-actions[bot] commented 2 weeks ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: This repo is for beginners to learn and start with Opensource we won't accept more than 10 issues from a single person, This restriction applies to Gssoc project which has a similar kind of adding folder files, Points will be reduced when we find Spam.

I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.

adityasingh-0803 commented 2 weeks ago

i can contribute to this

RajKhanke commented 2 weeks ago

@sanjay-kv please assign to me

pranjalbhawsar11 commented 2 weeks ago

@sanjay-kv Please assign to me. I am beginner and I want to start.