BP Monitor Reading using DL

[itspallavi20]

Pull Request for DL-Simplified 💡

Issue Title : BP Monitor Reading using DL(modified)

• 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: https://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: Initially the issue number was #245, after submitting previous PR which needed update, now it is #891.

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

(required corrections have been done ) I have created a DL model by implementing 3 algorithms-1.Custom CNN, 2.Resnet50, 3.RNN with CNN features and compared their accuracies and losses by training on medical dataset. Also updated by creating a single proper project folder consisting of subfolders containing Dataset, Images, Model-(DL model and README.md) and requirements.txt

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)
• [] This change requires a documentation update

How Has This Been Tested? ⚙️

The algorithms are compared on the basis of accuracy score and loss score. Graphs and visualizations are shown which reflect the scores for accuracy for each of the algorithm on the medical dataset for comparisons to find out the best algorithm for BP Monitor Reading 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]

Why you need so many project folders? Create a single project folder and add the sub folders accordingly. Remove the other project folders which are not required.

[itspallavi20]

Required changes are updated in the single dedicated directory for BP Monitor Reading. Kindly review the changes, (PR #891)

[itspallavi20]

I have updated the single dedicated project directory with proper sub folders as per the requested changes. Kindly review and sorry for the inconvenience.

…

On Sat, Aug 10, 2024, 09:23 Abhishek Sharma ***@***.***> wrote: Assigned #891 <#891> to @itspallavi20 <https://github.com/itspallavi20>. — Reply to this email directly, view it on GitHub <#891 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A6NLK2XYY7OPJN42FEXAMY3ZQWFDRAVCNFSM6AAAAABMIOY5ZCVHI2DSMVQWIX3LMV45UABCJFZXG5LFIV3GK3TUJZXXI2LGNFRWC5DJN5XDWMJTHAZDMOBYGY3TCMQ> . You are receiving this because you were assigned.Message ID: ***@***.***>

[abhisheks008]

Please fix these typing mistakes, the heading tags are not working properly.

@itspallavi20

[itspallavi20]

The corrections are fixed. Kindly review them.

[abhisheks008]

## Hello use this syntax only. Your markdown scripts are not working properly as the heading tags are not aligned.
@itspallavi20