Pull Request for DL-Simplified 💡

Issue Title: Handwritten Equation Solver using DL with Web App #580

Info about the related issue (Aim of the project): Hand-written equation solver using Deep Learning Models with Streamlit app. The main goal of this project is to develop a DL model that can accurately solve handwritten mathematical equations. This project utilizes Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) to recognize and interpret handwritten characters and solve equations.
Name: S G V Kamalakar
GitHub ID: Sgvkamalakar
Email ID: sgvkamalakar@gmail.com
Identify yourself: GSSOC '24

Closes: #580

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

Developed deep learning models (CNN and RNN) for recognizing and solving handwritten mathematical equations.
Integrated the models into a Streamlit application, allowing users to draw or write equations on a canvas and receive real-time solutions.
Implemented additional features such as stroke width adjustment, real-time updates, and a prediction button for enhanced user experience.

What sort of change have you made:

Describe how it has been tested Describe how have you verified the changes made

Conducted a thorough code review to ensure the changes aligned with the project goals and coding standards. You can run the notebook

Screenshot 2024-06-02 002833

[x] My code follows the guidelines of this project.
[x] I have performed a self-review of my code.
[x] I have commented on 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.