/layout_ipa

Primary LanguagePython

Layout IPA - Using Layout structures for Intelligent Process Automation

TODO: Add proper description.

Installing the requirements

pip install -r requirements.txt
pip install -r requirements-dev.txt

In order for the cache mechanism to work, run the following:

export PREFECT__FLOWS__CHECKPOINTING=true

or add it to .bashrc:

echo 'export PREFECT__FLOWS__CHECKPOINTING=true' >> ~/.bashrc

Running Baselines

BERT

Pair Classification

python -m  layout_ipa.flows.transformers_based.transformers_train_pair_classification

Element Selection

Embedding

LayoutLM

Pair Classification

Element Selection

Embedding

Running the flows

Pair Classification

Element Selection

Embedding

Running the example flow:

python -m  sample.flows.sample_flow