├── .gitignore ├── LICENSE ├── Pipfile ├── Pipfile.lock ├── README.md ├── assets ├── emnist-details.png ├── emnist-example.png ├── emnist-lines-example.png ├── handwriting.png ├── iam-lines-example.png ├── line-detector-pred.png └── line-detector-train.png ├── data └── raw │ ├── emnist │ ├── metadata.toml │ └── readme.md │ ├── fsdl_handwriting │ ├── fsdl_handwriting.json │ ├── metadata.toml │ └── readme.md │ └── iam │ ├── metadata.toml │ └── readme.md └── src ├── .pylintrc ├── api ├── Dockerfile ├── __init__.py ├── app.py ├── package.json ├── serverless.yml └── tests │ └── test_app.py ├── evaluation ├── evaluate_character_predictor.py └── evaluate_line_predictor.py ├── notebooks ├── 01-look-at-emnist.ipynb ├── 02-look-at-emnist-lines.ipynb ├── 03-look-at-iam-lines.ipynb ├── 04-look-at-iam-paragraphs.ipynb ├── 04b-look-at-line-detector-predictions.ipynb └── 05-look-at-fsdl-handwriting.ipynb ├── setup.cfg ├── tasks ├── build_api_docker.sh ├── deploy_api_to_lambda.sh ├── lint.sh ├── prepare_sample_experiments.sh ├── run_prediction_tests.sh ├── run_validation_tests.sh ├── test_api.sh ├── train_character_predictor.sh ├── train_cnn_line_predictor.sh ├── train_line_detector.sh ├── train_lstm_line_predictor.sh ├── train_lstm_line_predictor_on_iam.sh └── update_fsdl_paragraphs_metadata.sh ├── text_recognizer ├── __init__.py ├── character_predictor.py ├── datasets │ ├── __init__.py │ ├── dataset.py │ ├── dataset_sequence.py │ ├── emnist_dataset.py │ ├── emnist_essentials.json │ ├── emnist_lines_dataset.py │ ├── fsdl_handwriting_dataset.py │ ├── iam_dataset.py │ ├── iam_lines_dataset.py │ ├── iam_paragraphs_dataset.py │ └── sentence_generator.py ├── line_predictor.py ├── models │ ├── __init__.py │ ├── base.py │ ├── character_model.py │ ├── line_detector_model.py │ ├── line_model.py │ └── line_model_ctc.py ├── networks │ ├── __init__.py │ ├── ctc.py │ ├── fcn.py │ ├── lenet.py │ ├── line_cnn_all_conv.py │ ├── line_lstm_ctc.py │ ├── misc.py │ └── mlp.py ├── paragraph_text_recognizer.py ├── tests │ ├── support │ │ ├── create_emnist_lines_support_files.py │ │ ├── create_emnist_support_files.py │ │ ├── create_iam_lines_support_files.py │ │ ├── emnist │ │ │ ├── 8.png │ │ │ ├── U.png │ │ │ └── e.png │ │ ├── emnist_lines │ │ │ ├── Corsi left for.png │ │ │ ├── do that In.png │ │ │ └── or if used the results.png │ │ ├── iam_lines │ │ │ ├── He rose from his breakfast-nook bench.png │ │ │ ├── and came into the livingroom, where.png │ │ │ └── his entrance. 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