├── .dvc ├── .gitignore └── config ├── .dvcignore ├── .github └── workflows │ └── main.yaml ├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── app.py ├── config └── config.yaml ├── dvc.lock ├── dvc.yaml ├── inputImage.jpg ├── main.py ├── model └── model.h5 ├── params.yaml ├── requirements.txt ├── research ├── 01_data_ingestion.ipynb ├── 02_prepare_base_model.ipynb ├── 03_model_training.ipynb ├── 04_model_evaluation_with_mlflow.ipynb └── trials.ipynb ├── scores.json ├── setup.py ├── src └── cnnClassifier │ ├── __init__.py │ ├── components │ ├── __init__.py │ ├── data_ingestion.py │ ├── model_evaluation_mlflow.py │ ├── model_training.py │ └── prepare_base_model.py │ ├── config │ ├── __init__.py │ └── configuration.py │ ├── constants │ └── __init__.py │ ├── entity │ ├── __init__.py │ └── config_entity.py │ ├── pipeline │ ├── __init__.py │ ├── prediction.py │ ├── stage_01_data_ingestion.py │ ├── stage_02_prepare_base_model.py │ ├── stage_03_model_training.py │ └── stage_04_model_evaluation.py │ └── utils │ ├── __init__.py │ └── common.py ├── template.py └── templates └── index.html /.dvc/.gitignore: -------------------------------------------------------------------------------- 1 | /config.local 2 | /tmp 3 | /cache 4 | -------------------------------------------------------------------------------- /.dvc/config: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.dvcignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/.dvcignore -------------------------------------------------------------------------------- /.github/workflows/main.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/.github/workflows/main.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/README.md -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/app.py -------------------------------------------------------------------------------- /config/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/config/config.yaml -------------------------------------------------------------------------------- /dvc.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/dvc.lock -------------------------------------------------------------------------------- /dvc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/dvc.yaml -------------------------------------------------------------------------------- /inputImage.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/inputImage.jpg -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/main.py -------------------------------------------------------------------------------- /model/model.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/model/model.h5 -------------------------------------------------------------------------------- /params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/params.yaml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/requirements.txt -------------------------------------------------------------------------------- /research/01_data_ingestion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/research/01_data_ingestion.ipynb -------------------------------------------------------------------------------- /research/02_prepare_base_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/research/02_prepare_base_model.ipynb -------------------------------------------------------------------------------- /research/03_model_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/research/03_model_training.ipynb -------------------------------------------------------------------------------- /research/04_model_evaluation_with_mlflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/research/04_model_evaluation_with_mlflow.ipynb -------------------------------------------------------------------------------- /research/trials.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/research/trials.ipynb -------------------------------------------------------------------------------- /scores.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/scores.json -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/setup.py -------------------------------------------------------------------------------- /src/cnnClassifier/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/__init__.py -------------------------------------------------------------------------------- /src/cnnClassifier/components/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cnnClassifier/components/data_ingestion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/components/data_ingestion.py -------------------------------------------------------------------------------- /src/cnnClassifier/components/model_evaluation_mlflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/components/model_evaluation_mlflow.py -------------------------------------------------------------------------------- /src/cnnClassifier/components/model_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/components/model_training.py -------------------------------------------------------------------------------- /src/cnnClassifier/components/prepare_base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/components/prepare_base_model.py -------------------------------------------------------------------------------- /src/cnnClassifier/config/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cnnClassifier/config/configuration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/config/configuration.py -------------------------------------------------------------------------------- /src/cnnClassifier/constants/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/constants/__init__.py -------------------------------------------------------------------------------- /src/cnnClassifier/entity/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cnnClassifier/entity/config_entity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/entity/config_entity.py -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/pipeline/prediction.py -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/stage_01_data_ingestion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/pipeline/stage_01_data_ingestion.py -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/stage_02_prepare_base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/pipeline/stage_02_prepare_base_model.py -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/stage_03_model_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/pipeline/stage_03_model_training.py -------------------------------------------------------------------------------- /src/cnnClassifier/pipeline/stage_04_model_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/pipeline/stage_04_model_evaluation.py -------------------------------------------------------------------------------- /src/cnnClassifier/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cnnClassifier/utils/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/src/cnnClassifier/utils/common.py -------------------------------------------------------------------------------- /template.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/template.py -------------------------------------------------------------------------------- /templates/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/krishnaik06/Kidney-Disease-Classification-Deep-Learning-Project/HEAD/templates/index.html --------------------------------------------------------------------------------