BP Monitor Reading using DL

[itspallavi20]

Pull Request for DL-Simplified 💡

Issue Title : BP Monitor Reading using DL

• Info about the related issue (Aim of the project) : Create a DL model, which will monitor the reading given in the images and identify them.
• Name: Pallavi Patil
• GitHub ID: github.com/itspallavi20
• Email ID: [email protected]
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) I am contributing in GSSOC(GirlScript Summer of Code)2024

Closes: The issue number assigned was #245

Describe the add-ons or changes you've made 📃

I created deep learning model with 3 algorithms implemented- 1.Custom CNN, 2.Resnet50 (Transfer learning) and 3.RNN with CNN features comparing the best algorithm in this case which provides the highest accuracy.

Type of change ☑️

What sort of change have you made:

• [ x] Bug fix (non-breaking change which fixes an issue)
• [ x] New feature (non-breaking change which adds functionality)
• [ x] Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ x] This change requires a documentation update

How Has This Been Tested? ⚙️

The created model has been tested and the comparisons for the accuracies and loss are displayed very clearly in the form of graphs and visualizations. The algorithm with the highest accuracy is considered to perform the best on the medical images and annotations dataset.

Checklist: ☑️

• [x ] My code follows the guidelines of this project.
• [ x] I have performed a self-review of my own code.
• [ x] I have commented my code, particularly wherever it was hard to understand.
• [ x] I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• [ x] I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @itspallavi20 :)

[abhisheks008]

Hi @itspallavi20 create a project folder first and then push all the subfolders inside the dedicated project folder.