Advancing WordArt-Oriented Scene Text Recognition: Datasets and Methods

Advancing WordArt-Oriented Scene Text Recognition: Datasets and Methods

A large-scale synthetic dataset and specialized model architecture are introduced to address the challenges of artistic text recognition by improving data diversity and model flexi…

Hugging Face · Daily Papers ·Xingsong Ye, Yongkun Du · ·▲ 6 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Xingsong Ye, Yongkun Du, Jiaxin Zhang, Haojie Zhang, Chong Sun, Chen Li

  • 6 upvotes da comunidade
  • Temas: Scene Text Recognition, WordArt, synthetic dataset, visual encoder, autoregressive decoder, arbitrary-shaped inputs

Resumo

Resumo original (em inglês), extraído do paper:

A large-scale synthetic dataset and specialized model architecture are introduced to address the challenges of artistic text recognition by improving data diversity and model flexibility for irregular text layouts.

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