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Neural Digit Recognition Web App 🧠✍️

TensorFlow.js MNIST CNN

An interactive web application that recognizes handwritten digits (0-9) using a convolutional neural network (CNN) trained on the MNIST dataset.

Important Notice: This application only works locally due to Google's restrictions on cross-origin requests for the MNIST dataset.

Features

  • ✍️ Interactive drawing canvas
  • 🔍 Real-time digit classification
  • 📊 Confidence percentage display
  • 🧠 Pre-trained CNN model (80% accuracy)
  • 🎨 Modern UI with neural network visualization

Local Installation

  1. Download Node.JS nodejs.org/en/download
  2. Clone the repository:
    git clone https://github.com/arturr0/HWR.git
    cd hwr
  3. Install http-server:
    npm install -g http-server
  4. Run:
    node server.js
  5. Run in browser http://localhost:3000

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Handwriting recognition AI

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