Handwritten Digit Recognition
Experience the power of deep learning with our interactive handwritten digit recognition system.
Key Features
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Digit Recognition
Accurately recognize handwritten digits from 0-9 using deep learning
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Interactive Canvas
Draw numbers directly on the web interface for instant recognition
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Real-time Prediction
Get immediate predictions with confidence scores
Technologies Used
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Deep Neural Network
Built with TensorFlow and optimized convolutional neural network architecture for high accuracy in digit recognition
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Interactive UI
Streamlit-powered interface with real-time drawing capabilities and instant feedback
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Data Processing
Advanced image preprocessing and normalization techniques for improved recognition accuracy
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Model Training
Trained on the MNIST dataset with data augmentation for robust performance