davidweitzenfeld / neural-net-handwriting-synthesis

✍ Analysis of neural network methods for realistic handwriting synthesis

Analysis of Neural Networks Methods for Realistic Handwriting Synthesis

Development

Code files are located in the src directory.

Google Colaboratory files are located in the src/colab directory.

Data for testing, training and analysis is located in the data directory.

Useful Links

[1] Alex Graves. Generating sequences with recurrent neural networks, 2014. Paper at arXiv.

[2] Suraj Bodapati, Sneha Reddy, and Sugamya Katta. Realistic handwriting generation using recurrent neural networks and long short-term networks. In K. Srujan Raju, A. Govardhan, B. Padmaja Rani, R. Sridevi, and M. Ramakrishna Murty, editors, Proceedings of the Third International Conference on Computational Intelligence and Informatics, pages 651–661, Singapore, 2020. Springer Singapore. ISBN 978-981-15-1480-7. Book chapter at University of Toronto Libraries.