├── .coveragerc ├── .gitignore ├── AUTHORS.rst ├── LICENSE.txt ├── README.md ├── docs ├── Makefile ├── _static │ └── .gitignore ├── authors.rst ├── changelog.rst ├── conf.py ├── index.rst └── license.rst ├── env.yml ├── models ├── dnn_model_pt.onnx ├── dnn_model_pt.value_inputs.json ├── dnn_model_pt_128.onnx ├── dnn_model_pt_128.value_inputs.json ├── dnn_model_tf.pb └── dnn_model_tf_128.pb ├── notebooks ├── 1_exploration_data_EMNIST.ipynb ├── 2_exploration_model.ipynb ├── 3_translation_ONNX_GraphPipe.ipynb ├── 4_production_TFServing.ipynb ├── 5_production_Webserver.ipynb └── 6_conclusion_Serving_Performance_Comparison.ipynb ├── requirements.txt ├── setup.cfg ├── setup.py ├── src └── emnist_dl2prod │ ├── __init__.py │ ├── emnist_webserver.py │ ├── models.py │ ├── resources │ ├── __init__.py │ └── models │ │ ├── __init__.py │ │ ├── dnn_classifier_onnx │ │ ├── __init__.py │ │ └── dnn_model_pt.onnx │ │ └── dnn_classifier_tf │ │ ├── __init__.py │ │ └── saved_model.pb │ ├── templates │ ├── img_upload.html │ └── result.html │ └── utils.py ├── test_images ├── test_img_0000.png ├── test_img_0001.png ├── test_img_0002.png ├── test_img_0003.png ├── test_img_0004.png ├── test_img_0005.png ├── test_img_0006.png ├── test_img_0007.png ├── test_img_0008.png └── test_img_0009.png └── tests ├── conftest.py └── test_skeleton.py /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/.coveragerc -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/.gitignore -------------------------------------------------------------------------------- /AUTHORS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/AUTHORS.rst -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/README.md -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_static/.gitignore: -------------------------------------------------------------------------------- 1 | # Empty directory 2 | -------------------------------------------------------------------------------- /docs/authors.rst: -------------------------------------------------------------------------------- 1 | .. _authors: 2 | .. include:: ../AUTHORS.rst 3 | -------------------------------------------------------------------------------- /docs/changelog.rst: -------------------------------------------------------------------------------- 1 | .. _changes: 2 | .. include:: ../CHANGELOG.rst 3 | -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/license.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/docs/license.rst -------------------------------------------------------------------------------- /env.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/env.yml -------------------------------------------------------------------------------- /models/dnn_model_pt.onnx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_pt.onnx -------------------------------------------------------------------------------- /models/dnn_model_pt.value_inputs.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_pt.value_inputs.json -------------------------------------------------------------------------------- /models/dnn_model_pt_128.onnx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_pt_128.onnx -------------------------------------------------------------------------------- /models/dnn_model_pt_128.value_inputs.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_pt_128.value_inputs.json -------------------------------------------------------------------------------- /models/dnn_model_tf.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_tf.pb -------------------------------------------------------------------------------- /models/dnn_model_tf_128.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/models/dnn_model_tf_128.pb -------------------------------------------------------------------------------- /notebooks/1_exploration_data_EMNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/1_exploration_data_EMNIST.ipynb -------------------------------------------------------------------------------- /notebooks/2_exploration_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/2_exploration_model.ipynb -------------------------------------------------------------------------------- /notebooks/3_translation_ONNX_GraphPipe.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/3_translation_ONNX_GraphPipe.ipynb -------------------------------------------------------------------------------- /notebooks/4_production_TFServing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/4_production_TFServing.ipynb -------------------------------------------------------------------------------- /notebooks/5_production_Webserver.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/5_production_Webserver.ipynb -------------------------------------------------------------------------------- /notebooks/6_conclusion_Serving_Performance_Comparison.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/notebooks/6_conclusion_Serving_Performance_Comparison.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/setup.py -------------------------------------------------------------------------------- /src/emnist_dl2prod/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/__init__.py -------------------------------------------------------------------------------- /src/emnist_dl2prod/emnist_webserver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/emnist_webserver.py -------------------------------------------------------------------------------- /src/emnist_dl2prod/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/models.py -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/models/dnn_classifier_onnx/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/models/dnn_classifier_onnx/dnn_model_pt.onnx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/resources/models/dnn_classifier_onnx/dnn_model_pt.onnx -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/models/dnn_classifier_tf/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/emnist_dl2prod/resources/models/dnn_classifier_tf/saved_model.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/resources/models/dnn_classifier_tf/saved_model.pb -------------------------------------------------------------------------------- /src/emnist_dl2prod/templates/img_upload.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/templates/img_upload.html -------------------------------------------------------------------------------- /src/emnist_dl2prod/templates/result.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/templates/result.html -------------------------------------------------------------------------------- /src/emnist_dl2prod/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/src/emnist_dl2prod/utils.py -------------------------------------------------------------------------------- /test_images/test_img_0000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0000.png -------------------------------------------------------------------------------- /test_images/test_img_0001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0001.png -------------------------------------------------------------------------------- /test_images/test_img_0002.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0002.png -------------------------------------------------------------------------------- /test_images/test_img_0003.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0003.png -------------------------------------------------------------------------------- /test_images/test_img_0004.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0004.png -------------------------------------------------------------------------------- /test_images/test_img_0005.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0005.png -------------------------------------------------------------------------------- /test_images/test_img_0006.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0006.png -------------------------------------------------------------------------------- /test_images/test_img_0007.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0007.png -------------------------------------------------------------------------------- /test_images/test_img_0008.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0008.png -------------------------------------------------------------------------------- /test_images/test_img_0009.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/test_images/test_img_0009.png -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/test_skeleton.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mkurovski/emnist_dl2prod/HEAD/tests/test_skeleton.py --------------------------------------------------------------------------------