Web Application for American Sign Language Detection

[Adhivp]

Pull Request for DL-Simplified 💡

Issue Title : [Feature Addition]: Web Application for American Sign Language Detection #540

• Info about the related issue (Aim of the project) : Web Application for American Sign Language Detection already created model
• Name: Adhithyan VP
• GitHub ID: Adhivp
• Email ID: adhivp910@gmail.com
• Idenitfy yourself: GSSOC 2024

Closes: #540

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

Give a clear description of what have you added or modifications made

Type of change ☑️

What sort of change have you made:

• [ ] 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)
• [ ] This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested

• It was tested in my local system Describe how have you verified the changes made

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.
• [ ] I have made corresponding changes to the documentation.
• [ ] My changes generate no new warnings.
• [ ] 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[bot]]

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

[Adhivp]

It's the VGG model itself , when I saved the model output , the model output had inception name in it ,I will rename it

[Adhivp]

While dragging and dropping the file is getting is saved in https://github.com/Adhivp/DL-Simplified/assets/92261845/aef089f7-19f2-410b-89de-ed5528511f47 , after merging it will be https://github.com/abhisheks008/DL-Simplified/assets/92261845/aef089f7-19f2-410b-89de-ed5528511f47 , i hope it is not a issue

[abhisheks008]

While dragging and dropping the file is getting is saved in https://github.com/Adhivp/DL-Simplified/assets/92261845/aef089f7-19f2-410b-89de-ed5528511f47 , after merging it will be https://github.com/abhisheks008/DL-Simplified/assets/92261845/aef089f7-19f2-410b-89de-ed5528511f47 , i hope it is not a issue

Nopes it's not an issue.

[abhisheks008]

It's the VGG model itself , when I saved the model output , the model output had inception name in it ,I will rename it

Ahh my bad! The file name got me there.

[abhisheks008]

Ummm need to fine tune the backend of the web app a little bit. As in some cases it's not able to judge the signs.

[Adhivp]

No the model training is really bad , It just got 57% accuracy even in training data. validation accuracy is just 14%

[abhisheks008]

No the model training is really bad , It just got 57% accuracy even in training data. validation accuracy is just 14%

That's why it is not getting better results. Can you enhance the model?

[Adhivp]

issue #574 is already working on enanching model, we can merge this output model file for time being , after that work is done we can update the web app with new model output file?, what do you suggest?

[abhisheks008]

Let's wait for 2 more days, I hope that contributor will come up with some enhancement for sure.

[Adhivp]

Ok sure

[Adhivp]

It's been 2 days

[Adhivp]

@abhisheks008

[abhisheks008]

let me check with the other contributor @Adhivp

[Adhivp]

any response?

[abhisheks008]

Hi @Adhivp no updates as of now. That contributor is not responding. I have put a comment today also, let's see till EOD. If he doesn't reply at all, I'll unassign the issue and will look for other contributors for the same.

[Adhivp]

any updates? @abhisheks008