Sure, the blog might have missed out on the finer details of the different architectures. We intended to give an overview of some of the techniques used to build such information extraction models, we will definitely…
the problem with extracting information is not just limited to getting OCR results. the bigger problem while building something like this is extracting the fields and understanding the structure of the document…
the article reviews all the recent deep learning based approaches to digitization and OCR along with an explanation of how graph neural networks work and how they can be applied to the problem of ID card digitization.
Sure, the blog might have missed out on the finer details of the different architectures. We intended to give an overview of some of the techniques used to build such information extraction models, we will definitely…
the problem with extracting information is not just limited to getting OCR results. the bigger problem while building something like this is extracting the fields and understanding the structure of the document…
the article reviews all the recent deep learning based approaches to digitization and OCR along with an explanation of how graph neural networks work and how they can be applied to the problem of ID card digitization.