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.
- ✍️ Interactive drawing canvas
- 🔍 Real-time digit classification
- 📊 Confidence percentage display
- 🧠 Pre-trained CNN model (80% accuracy)
- 🎨 Modern UI with neural network visualization
- Download Node.JS nodejs.org/en/download
- Clone the repository:
git clone https://github.com/arturr0/HWR.git cd hwr
- Install http-server:
npm install -g http-server
- Run:
node server.js
- Run in browser http://localhost:3000