Corpus ID: 214667487

StrokeCoder: Path-Based Image Generation from Single Examples using Transformers

@article{Wieluch2020StrokeCoderPI,
  title={StrokeCoder: Path-Based Image Generation from Single Examples using Transformers},
  author={Sabine Wieluch and Friedhelm Schwenker},
  journal={ArXiv},
  year={2020},
  volume={abs/2003.11958}
}
  • Sabine Wieluch, Friedhelm Schwenker
  • Published in ArXiv 2020
  • Mathematics, Computer Science
  • This paper demonstrates how a Transformer Neural Network can be used to learn a Generative Model from a single path-based example image. We further show how a data set can be generated from the example image and how the model can be used to generate a large set of deviated images, which still represent the original image's style and concept. 

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