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Classification Models/ Handwritten Digit Recognition Model/README.md

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1. [📖 Overview](#-overview)
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2. [🚀Problem Statement](#-problem-statement)
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3. [💡 Proposed Solution](#-proposed-solution)
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4. [⚙️ Alternatives Considered](#-alternatives-considered)
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5. [📊 Results](#-results)
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6. [🔍 Conclusion](#-conclusion)
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7. [📦 Installation & Usage](#-installation--usage)
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4. [📦 Installation & Usage](#-installation--usage)
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5. [⚙️ Alternatives Considered](#-alternatives-considered)
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6. [📊 Results](#-results)
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7. [🔍 Conclusion](#-conclusion)
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8. [🤝 Acknowledgments](#-acknowledgments)
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9. [📧 Contact](#-contact)
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- **Pooling Layers**: Reduce dimensionality while retaining important features.
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- **Fully Connected Layers**: Perform final classification.
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## 📦 Installation & Usage
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To get started, ensure you have Python and the necessary libraries installed:
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```bash
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pip install tensorflow numpy matplotlib
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```
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## ⚙️ Alternatives Considered
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Several alternative approaches were evaluated:
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## 🔍 Conclusion
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This project showcases the effectiveness of deep learning in image classification. The structured approach demonstrates the potential of neural networks in automating digit recognition across various industries.
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## 📦 Installation & Usage
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To get started, ensure you have Python and the necessary libraries installed:
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```bash
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pip install tensorflow numpy matplotlib
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```
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## 🤝 Acknowledgments
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Dataset: MNIST Database
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Frameworks: TensorFlow and Keras

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