CNN_Classifier_MLOPS

Deep Learning CNN Classifier with MLOPS

workflow

1. Update config.yaml
2. Update secrets.yaml [Optional]
3. Update params.yaml
4. Update the entity
5. Update the configuration manager in src/config.
6. Update the components
7. Update the pipeline
8. Test run pipeline stage
9. run tox for testing your package
10. Update the dvc.yaml
11. run "dvc repro" for running all the stages in pipeline

Block Diagram