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notebooks's Introduction

Deep Doctection Logo

A Document AI Package - Jupyter notebook tutorials

In this repo you will find jupyter notebooks that used to be in the main repo deepdoctection.

In addition, the repo contains a folder with examples that are used in the notebooks.

The following notebooks are stored:

Get_Started.ipynb:

  • Introduction to deepdoctection
  • Analyzer
  • Output structure.

Datasets_and_Eval.ipynb:

  • Creation of custom datasets
  • Evaluation
  • Fine tuning models

Custom_Pipeline.ipynb:

  • Model catalog and registries
  • Predictors
  • Pipeline backbones
  • Pipelines.

Using_LayoutLM_for_sequence_classification.ipynb:

  • Fine tuning LayoutLM for sequence classification on a custom dataset
  • Evaluation Building and running a production pipeline

To use the notebooks deepdoctection must be installed.

notebooks's People

Contributors

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