├── .bumpversion.cfg ├── .gitignore ├── .travis.yml ├── CONTRIBUTING.md ├── Dockerfile.gpu ├── LICENSE ├── MANIFEST.in ├── README.md ├── cloud ├── README.md └── aws │ ├── main.tf │ ├── modules │ ├── ec2 │ │ ├── main.tf │ │ ├── outputs.tf │ │ ├── scripts │ │ │ └── setup_nvidia_docker.sh │ │ └── variables.tf │ ├── iam │ │ ├── main.tf │ │ ├── outputs.tf │ │ └── variables.tf │ ├── key_pair │ │ ├── main.tf │ │ ├── outputs.tf │ │ └── variables.tf │ └── security │ │ ├── main.tf │ │ ├── outputs.tf │ │ └── variables.tf │ ├── outputs.tf │ └── variables.tf ├── config └── config.example.yml ├── entrypoints └── entrypoint.train.gpu.sh ├── examples ├── imageatm_cats_and_dogs.ipynb └── imageatm_imagenette.ipynb ├── imageatm ├── __init__.py ├── client │ ├── __init__.py │ ├── client.py │ ├── commands.py │ └── config.py ├── components │ ├── __init__.py │ ├── cloud.py │ ├── dataprep.py │ ├── evaluation.py │ └── training.py ├── handlers │ ├── __init__.py │ ├── data_generator.py │ └── image_classifier.py ├── notebooks │ ├── __init__.py │ ├── evaluation_template.ipynb │ └── tex_templates │ │ └── evaluation_report.tplx ├── scripts │ ├── __init__.py │ ├── run_cloud.py │ ├── run_dataprep.py │ ├── run_evaluation.py │ ├── run_training.py │ └── run_training_cloud.py └── utils │ ├── __init__.py │ ├── images.py │ ├── io.py │ ├── logger.py │ ├── process.py │ └── tf_keras.py ├── mkdocs ├── README.md ├── autogen.py ├── build_docs.sh ├── docs │ ├── examples │ │ ├── cats_and_dogs.md │ │ └── imagenette.md │ ├── img │ │ ├── favicon.ico │ │ └── logo.svg │ └── start.md ├── mkdocs.yml └── run_docs.sh ├── mypy.ini ├── pypi.sh ├── setup.cfg ├── setup.py └── tests ├── client ├── test_arg_flow.py ├── test_client.py ├── test_commands.py ├── test_config.py ├── test_configs │ ├── config_all.yml │ ├── config_arg_flow_all.yml │ ├── config_arg_flow_dataprep.yml │ ├── config_arg_flow_eval.yml │ ├── config_arg_flow_train.yml │ ├── config_cloud.yml │ ├── config_dataprep.yml │ ├── config_evaluate.yml │ ├── config_train.yml │ └── config_train_cloud.yml └── test_notebooks │ └── evaluation_template.ipynb ├── components ├── test_cloud.py ├── test_dataprep.py ├── test_evaluation.py └── test_training.py ├── data ├── test_images │ ├── helmet_1.jpg │ ├── helmet_10.jpg │ ├── helmet_2.jpg │ ├── helmet_3.jpg │ ├── helmet_4.jpg │ ├── helmet_5.jpg │ ├── helmet_6.jpg │ ├── helmet_7.jpg │ ├── helmet_8.jpg │ ├── helmet_9.jpg │ ├── image_960x540.jpg │ ├── image_bmp.bmp │ ├── image_invalid.jpg │ ├── image_png.png │ └── truncated.jpg ├── test_no_images │ ├── not_img_1.txt │ ├── not_img_10.txt │ ├── not_img_11.txt │ ├── not_img_12.txt │ ├── not_img_2.txt │ ├── not_img_3.txt │ ├── not_img_4.txt │ ├── not_img_5.txt │ ├── not_img_6.txt │ ├── not_img_7.txt │ ├── not_img_8.txt │ └── not_img_9.txt ├── test_samples │ ├── test_arg_flow.json │ ├── test_int_labels.json │ ├── test_samples_int.json │ ├── test_split.json │ ├── test_str_labels.json │ └── test_str_labels_corrupted.json └── test_train_job │ ├── class_mapping.json │ ├── config.model.json │ ├── models │ ├── model_mobilenet_10_0.250.hdf5 │ ├── model_mobilenet_15_0.375.hdf5 │ └── model_mobilenet_20_0.125.hdf5 │ ├── test_samples.json │ ├── train_samples.json │ └── val_samples.json ├── handlers ├── test_data_generator.py └── test_image_classifier.py ├── scripts ├── test_run_cloud.py ├── test_run_data_prep.py ├── test_run_evaluation.py ├── test_run_training.py └── test_run_training_cloud.py └── utils ├── test_images.py ├── test_io.py ├── test_process.py └── test_tf_keras.py /.bumpversion.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/idealo/imageatm/HEAD/.bumpversion.cfg -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/idealo/imageatm/HEAD/.gitignore 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