Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition

Training deep learning based handwritten text recognition systems needs a lot of data in terms of text images and their corresponding annotations. One way to deal with this issue is to use data augmentation techniques to increase the amount of training data. Generative Adversarial Networks (GANs) ba...

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Detalles Bibliográficos
Autores principales: Eltay, Mohamed, Zidouri, Abdelmalek, Ahmad, Irfan, Elarian, Yousef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8802770/
https://www.ncbi.nlm.nih.gov/pubmed/35174276
http://dx.doi.org/10.7717/peerj-cs.861

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8802770/
https://www.ncbi.nlm.nih.gov/pubmed/35174276
http://dx.doi.org/10.7717/peerj-cs.861

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