Philipp Schmid • 10/13/2022

Fine-tuning LayoutLM for document-understanding using Keras and Hugging Face Transformers

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This technical guide provides a step-by-step tutorial on fine-tuning Microsoft's LayoutLM (v1) model for document image understanding and information extraction. It covers setting up the environment with Hugging Face Transformers and TensorFlow, preparing the FUNSD dataset, and running training and inference to parse forms and documents.

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#Kera #Fine Tuning #Hugging Face Transformers
Fine-tuning LayoutLM for document-understanding using Keras and Hugging Face Transformers

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