edwinzhng/handwriting-synthesis

Handwriting synthesis based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

Handwriting synthesis

• Implementation of models found in "Generating Sequences With Recurrent Neural Networks" for handwriting synthesis

• All models are implemented using Tensorflow 2.0

Training Models

• python train.py -m [unconditional|conditional]
• Optional arguments
  • -e [NUM_EPOCHS]
  • -b [BATCH_SIZE]
  • -lr [LEARNING_RATE]

Generating samples

• python main.py -m [unconditional|conditional]
• Optional arguments
  • -s [RANDOM_SEED]
  • -f [FILEPATH] - path to save file
  • -t [TEXT] (for conditional generation only)

Unconditional generated handwriting samples: