Merge pull request #690 from Sgvkamalakar/main

Handwritten Equation Solver using DL with Web App
abhisheks008 · Jun 2, 2024 · 0b534f9 · 0b534f9
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diff --git a/Handwritten Equation Solver/Dataset/README.md b/Handwritten Equation Solver/Dataset/README.md
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+## Handwritten Equation Solver - Dataset
+
+The dataset used for training and testing the models can be accessed from the following sources:
+- [Direct Download](https://cainvas-static.s3.amazonaws.com/media/user_data/Yuvnish17/data.zip)
+- [Kaggle Dataset](https://www.kaggle.com/datasets/xainano/handwrittenmathsymbols/data) 
diff --git a/Handwritten Equation Solver/Images/README.md b/Handwritten Equation Solver/Images/README.md
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+## Handwritten Equation Solver - Images
+
+This folder contains images used in the Jupyter notebooks for visualizations and analysis related to handwritten equation solver and streamlit application.
+
+**Math characters recognized using CNN 👇🏻**
+
+![img7](https://github.com/abhisheks008/DL-Simplified/assets/103712713/d6470e02-b5a7-4243-a007-bc0331c8f93e)
+
+----
+
+**Visual representation of the CNN model's performance through Confusion Matrix**
+
+![img3](https://github.com/abhisheks008/DL-Simplified/assets/103712713/aeadc8bd-e6ad-4538-b929-cfd603a562df)
+
+
+----
+
+
+**Visual representation of the RNN model's performance through Confusion Matrix**
+
+![img5](https://github.com/abhisheks008/DL-Simplified/assets/103712713/354867a3-4afb-4361-825a-8ff661228da9)
+
+----
+
+**Streamlit Interface**
+
+![image](https://github.com/Sgvkamalakar/Hand-Written-Equation-Solver/assets/103712713/aa618778-7d44-4665-877d-24221182f673)
+
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