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@@ -37,6 +37,13 @@ Accurately recognizing handwritten digits is essential for many automated system
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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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@@ -50,12 +57,6 @@ The model aims to achieve high accuracy in recognizing handwritten digits, provi
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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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