"The Learnable Typewriter: A Generative Approach to Text Line Analysis. (arXiv:2302.01660v1 [cs.CV])" — A generative document-specific approach to character analysis and recognition in text lines which builds on unsupervised multi-object segmentation methods, and in particular, those that reconstruct images based on a limited amount of visual elements, called sprites. This approach can learn a large number of different characters and leverage line-level annotations when available.

Paper: http://arxiv.org/abs/2302.01660
Code: https://github.com/ysig/learnable-typewriter

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The Learnable Typewriter. (a) G…