[Feature Addition]: Web Application for American Sign Language Detection

[abhisheks008]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : [Feature Addition]: Web Application for American Sign Language Detection :red_circle: Aim : The aim is to create a web application with the best accuracy scored existing model present /developed in the Model folder of the project. :red_circle: Dataset : N/A :red_circle: Approach : Try to create a Flask/React app.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Email ID :
• Participant ID (if applicable):
• Approach for this Project :
• What is your participant role? (Mention the Open Source program)

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Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[RishitaChourey]

Full name :Rishita Chourey GitHub Profile Link : https://github.com/RishitaChourey Email ID : [email protected] Approach for this Project : Try to create a flask app for the american sign language model What is your participant role? GSSoC'24 contributor

I would like to work on this.Please assign me this issue

[abhisheks008]

Cool. Make sure you use the existing project's model, dataset for implementing the web app as this an addition to the existing project structure. Here is the existing project, American Sign Language Detection.

Follow this project structure,

Project Dummy
|- Dataset
  |- dataset.csv
  |- README.md
|- Images
  |- img1.png
  |- img2.png
  |- img3.png
|- Model
  |- project_dummy.ipynb
  |- README.md
|- Web App
  |- app.py
  |- templates
  |- demo.mp4
  |- README.md
|- requirements.txt

Here is a project which already deployed using the Web App, Brain Tumor Detection

Looking forward to hearing from you @RishitaChourey

[Adhivp]

Full name : Adhithyan vp GitHub Profile Link : Adhivp Email ID : [email protected] Participant ID (if applicable): Approach for this Project : Will make a Flask app for the same, Will make a simple flask app to try out the model and will be easily deployable in any deployment platform What is your participant role? (Mention the Open Source program) GSSoC'24 contributor

[abhisheks008]

Cool. Make sure you use the existing project's model, dataset for implementing the web app as this an addition to the existing project structure. Here is the existing project, American Sign Language Detection.

Follow this project structure,

Project Dummy
|- Dataset
  |- dataset.csv
  |- README.md
|- Images
  |- img1.png
  |- img2.png
  |- img3.png
|- Model
  |- project_dummy.ipynb
  |- README.md
|- Web App
  |- app.py
  |- templates
  |- demo.mp4
  |- README.md
|- requirements.txt

Here is a project which already deployed using the Web App, Brain Tumor Detection

Looking forward to hearing from you @RishitaChourey

@Adhivp please go through the structure and requirements. Are you up for this?

[Adhivp]

Yeah ok

[Adhivp]

I feel like this is level 3 as I will be trying to deploy and also have to work with camera , what is your take on this @abhisheks008 ?

[abhisheks008]

Initially all the issues are being tagged as Lavel 2, after judging the quality of the pull request/contribution it can be upgraded to Level 3. No issues with that.

Assigning this issue to you @Adhivp

[Adhivp]

ok @abhisheks008

[Adhivp]

@abhisheks008 Should I make a image uploader kind of website , where we can upload image of the hand and then it will return the classification / should I make a live webcam where live predictions will come.

[abhisheks008]

@abhisheks008 Should I make a image uploader kind of website , where we can upload image of the hand and then it will return the classification / should I make a live webcam where live predictions will come.

Yes a Flask app will be enough