Project Addition: Pneumonia Prediction using CNN

[arpy8]

Hey @Niketkumardheeryan ,
I would like to raise an issue in order to contribute to GSSoC '24.
I am proposing to make a project named Pneumonia Prediction using CNN.
AIM: to implement a robust cnn model that can efficiently predict the pneumonia of a human, based on the x-ray image
APPROACH:
Gathering the Data: Data preparation is the primary step for any machine learning problem. We will be using a dataset from Kaggle for this problem. https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia/
Model Building: After gathering and cleaning the data, the data is ready and can be used to train a machine learning model. We will be using this cleaned data to train using keras.
Deployment: The final developed model will be deployed in the form of an api on as well

Kindly assign this to me under GSSoC '24 and provide a suitable level to it accordingly.

[github-actions]

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

[Gaurav-576]

If this issue is still available then i would like to work on this issue.