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faustomorales / keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
https://keras-ocr.readthedocs.io/
MIT License
1.38k stars 355 forks source link

Documentation about 'end-to-end' training is misleading #143

Closed lambdaofgod closed 2 years ago

lambdaofgod commented 3 years ago

The example of model training in documentation is misleading, as it's not actually end-to-end - it trains detector and recognizer separately.

The example actually shows training of all parts of pipeline. The process isn't end-to-end though.

faustomorales commented 3 years ago

Thanks for raising this. I agree that the typical use of the term "end-to-end" in deep learning doesn't apply here and that the current wording is misleading. Would you be willing to file a PR to fix/change it?