pytorch_handwriting_synthesis

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Reproducing handwriting synthesis from the seminal paper - Generating Sequences Using Recurrent Neural Networks by Alex Graves

Training

1. To train the unconditional synthesis with default arguments, execute:

python scripts/train_unconditional.py --save_path logs/unconditional

2. To train the conditional synthesis with default arguments, execute:

python scripts/train_conditional.py --save_path logs/conditional --seq_len 600

Sampling

1. Use the ipython notebook notebooks/write.ipynb

Unconditional Handwriting Samples

Conditional Handwriting Samples