├── .aws └── config ├── .devcontainer ├── devcontainer.json ├── gpu-from-scratch │ ├── dev-gpu.Dockerfile │ └── devcontainer.json └── gpu │ └── devcontainer.json ├── .dockerignore ├── .flake8 ├── .github └── workflows │ ├── docker.yml │ ├── overfit.yml │ ├── pre-commit.yml │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .server.env.example ├── CONTRIBUTING.md ├── LICENSE.txt ├── Makefile ├── admin ├── readme.md └── tasks │ ├── lab_specific_files.yml │ ├── print_repo_structure.sh │ ├── subset_repo_for_labs.py │ └── subset_repo_for_labs.sh ├── api_serverless ├── Dockerfile ├── __init__.py └── api.py ├── app_gradio ├── 1f95e.png ├── Dockerfile ├── README.md ├── __init__.py ├── app.py ├── flagging.py ├── s3_util.py └── tests │ └── test_app.py ├── data └── raw │ ├── emnist │ ├── metadata.toml │ └── readme.md │ ├── fsdl_handwriting │ ├── fsdl_handwriting.jsonl │ ├── manifest.csv │ ├── metadata.toml │ └── readme.md │ └── iam │ ├── metadata.toml │ └── readme.md ├── environment.yml ├── instructions ├── labs-readme.md └── setup │ ├── colab_runtime.png │ └── readme.md ├── notebooks ├── lab01_pytorch.ipynb ├── lab02a_lightning.ipynb ├── lab02b_cnn.ipynb ├── lab03_transformers.ipynb ├── lab04_experiments.ipynb ├── lab05_troubleshooting.ipynb ├── lab06_data.ipynb ├── lab07_deployment.ipynb ├── lab08_monitoring.ipynb ├── lab99_colab_testing.ipynb ├── lab99_iam_arcana.ipynb ├── lab99_loadtesting.ipynb ├── lab99_new_2022.ipynb ├── lab99_serverless_aws.ipynb ├── lab99_template.ipynb └── overview.ipynb ├── pyproject.toml ├── readme.md ├── requirements ├── dev-lint.in ├── dev-lint.txt ├── dev.in ├── dev.txt ├── prod.in └── prod.txt ├── tasks ├── integration_test.sh ├── lint.sh ├── notebook_test.sh ├── start_server.sh ├── test.sh └── unit_test.sh ├── text_recognizer ├── __init__.py ├── artifacts │ └── paragraph_text_recognizer │ │ ├── config.json │ │ └── run_command.txt ├── callbacks │ ├── __init__.py │ ├── imtotext.py │ ├── model.py │ ├── optim.py │ └── util.py ├── data │ ├── __init__.py │ ├── base_data_module.py │ ├── emnist.py │ ├── emnist_essentials.json │ ├── emnist_lines.py │ ├── emnist_lines2.py │ ├── fake_images.py │ ├── iam.py │ ├── iam_lines.py │ ├── iam_original_and_synthetic_paragraphs.py │ ├── iam_paragraphs.py │ ├── iam_synthetic_paragraphs.py │ ├── mnist.py │ ├── sentence_generator.py │ └── util.py ├── evaluation │ └── evaluate_paragraph_text_recognizer.py ├── lit_models │ ├── __init__.py │ ├── base.py │ ├── metrics.py │ ├── transformer.py │ └── util.py ├── metadata │ ├── __init__.py │ ├── emnist.py │ ├── emnist_lines.py │ ├── emnist_lines2.py │ ├── iam.py │ ├── iam_lines.py │ ├── iam_paragraphs.py │ ├── iam_synthetic_paragraphs.py │ ├── mnist.py │ └── shared.py ├── models │ ├── __init__.py │ ├── cnn.py │ ├── line_cnn.py │ ├── line_cnn_simple.py │ ├── line_cnn_transformer.py │ ├── mlp.py │ ├── resnet_transformer.py │ └── transformer_util.py ├── paragraph_text_recognizer.py ├── stems │ ├── image.py │ ├── line.py │ └── paragraph.py ├── tests │ ├── support │ │ └── paragraphs │ │ │ ├── a01-077.png │ │ │ ├── a01-087.png │ │ │ ├── a01-107.png │ │ │ ├── a02-046.png │ │ │ └── data_by_file_id.json │ ├── test_callback_utils.py │ ├── test_data.py │ ├── test_iam.py │ └── test_paragraph_text_recognizer.py └── util.py └── training ├── __init__.py ├── cleanup_artifacts.py ├── run_experiment.py ├── stage_model.py ├── tests ├── test_memorize_ddp.sh ├── test_memorize_iam.sh ├── test_model_development.sh └── test_run_experiment.sh └── util.py /.aws/config: -------------------------------------------------------------------------------- 1 | [default] 2 | region = us-west-2 3 | -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/fsdl-text-recognizer-2022/HEAD/.devcontainer/devcontainer.json 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