HandScript

Project Information

View on GitHub
  • Category: Deep Learning
  • Technologies: TensorFlow OpenCV Keras
  • Project Date: May 2024
  • Accuracy: 89.5% on test set

HandScript

A Machine Learning model that mimics the pattern of a user by accepting their handwriting image.

Technical Approach

  • Convolutional Neural Network for handwriting analysis
  • Custom dataset creation with diverse handwriting samples
  • Style transfer techniques for pattern replication
  • Real-time handwriting generation

Key Features

  • Handwriting style analysis and replication
  • Custom font creation from handwriting samples
  • Text generation in user's handwriting style
  • Multiple language support
Handwriting Analysis