binguliki commented 4 weeks ago

Pull Request for DL-Simplified 💡

Issue Title : Web App for Monkey Pox Detection

Info about the related issue (Aim of the project) : Web application using Streamlit with monkey pox detection model pipeline
Name: Bingumalla Likith
GitHub ID: binguliki
Email ID: blikith86@gmail.com
Idenitfy yourself: GSSoC'24 | Contributor

Closes: #674

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

First I analysed how the model was structured and the preprocessing steps used , the main problem that i faced was the model was outdated (it was 2 years back) for the current tensorflow version. i.e I was not able to load the model that was trained. I tried examining the h5 file the weights , tried to scrap the weights but it didnt work.

At the end i tried to modify it with the new version of model that was used. I used Streamlit for developing the web app which is prominent for Deep learning applications.

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)
[ ] 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? ⚙️

I have taken samples from the dataset that has been given and run the web app.

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.
[x] My changes generate no new warnings.
[x] I have added things that prove my fix is effective or that my feature works.
[x] Any dependent changes have been merged and published in downstream modules.

@abhisheks008 Hey bro👊 , Can you please review the changes that i have made and if improvements required please guide me with it . Can i get a level3 tag for it as i have even worked over the model that was provided.

github-actions[bot] commented 4 weeks ago

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