Synthetic Text Generation System

A Synthetic Text Generation System is a text generation system that implements a synthetic text generation algorithm to solve a synthetic text generation task

• Context:
  • It can (often) incorporate Deep Learning models, such as Neural Networks, to understand and replicate the nuances of human language.
  • ...
• See: Synthetic Text Generation Algorithm.

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References

2021

• (Yim et al., 2021) ⇒ Moonbin Yim, Yoonsik Kim, Han-Cheol Cho, and Sungrae Park. (2021). "Synthtiger: Synthetic Text Image Generator Towards Better Text Recognition Models.” In: International Conference on Document Analysis and Recognition, pp. 109-124. Cham: Springer International Publishing. [1](https://link.springer.com/chapter/10.1007/978-3-030-86337-1_8)
  • NOTE: It discusses the development of Synthtiger, a tool designed to generate synthetic text images to aid in improving text recognition models, providing guidelines for generating high-quality synthetic images for STR model training.

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