├── .github └── workflows │ ├── README.md │ ├── cd-training-pipeline.yml │ └── ci.yml ├── .gitignore ├── LICENSE ├── README.md ├── notebooks ├── README.md ├── gradio_demo_pets.ipynb ├── inference_SavedModel_VertexEndpoint.ipynb ├── parse_tfrecords_pets.ipynb ├── parse_tfrecords_sidewalks.ipynb ├── tfx_pipeline_pets.ipynb ├── tfx_pipeline_sidewalks.ipynb └── unet_training_sidewalks.ipynb ├── requirements.txt ├── tfrecords ├── README.md ├── __init__.py ├── create_tfrecords.py ├── create_tfrecords_pets.py ├── create_tfrecords_str.py └── requirements.txt └── training_pipeline ├── Dockerfile ├── __init__.py ├── apps └── gradio │ └── semantic_segmentation │ ├── README.md │ ├── app.py │ ├── palette.txt │ ├── requirements.txt │ ├── test-image1.png │ ├── test-image2.png │ ├── test-image3.png │ ├── test-image4.png │ └── test-image5.png ├── data_validation.ipynb ├── kubeflow_runner.py ├── local_runner.py ├── model_analysis.ipynb ├── models ├── README.md ├── __init__.py ├── common.py ├── hyperparams.py ├── preprocessing.py ├── signatures.py ├── train.py ├── unet.py └── utils.py ├── pipeline ├── __init__.py ├── components │ ├── HFPusher │ │ ├── __init__.py │ │ ├── component.py │ │ ├── component_test.py │ │ ├── executor.py │ │ ├── model_card.py │ │ ├── model_card_template.md │ │ └── runner.py │ └── __init__.py ├── configs.py ├── local_pipeline.py ├── pipeline.py └── schema.pbtxt └── requirements.txt /.github/workflows/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-diver/semantic-segmentation-ml-pipeline/HEAD/.github/workflows/README.md -------------------------------------------------------------------------------- /.github/workflows/cd-training-pipeline.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deep-diver/semantic-segmentation-ml-pipeline/HEAD/.github/workflows/cd-training-pipeline.yml 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