Just some typical Approaches for Document Understanding and related tasks 📖

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Image

• Document Layout Analysis.
• OCR pipeline.

Text ETL Process (Extract, Transform, Load)

• Preprocess.
• Vietnamese specific text mining toolbox.

Design Patterns

class MyModel(adou.Model, metaclass=adou.ModelType):
    __doc__ = ...
    schema = {'input':..., 'output':...}

    def load(self, *args, **kwargs)
    def summary(self, *args, **kwargs)
    def train(self, *args, **kwargs)
    def predict(self, *args, **kwargs)

class MyModelTestCase(unittest.TestCase):
    def test_case_01(self, *args, **kwargs)
    def test_case_02(self, *args, **kwargs)
    ...