deep Classifier Project

workflow

Update config.yaml Update secrets.yaml [Optional] Update params.yaml Update the entity Update the configuration manager in src config. Update the components Update the pipeline Test run pipeline stage run tox for testing your package Update the dvc.yaml run "dvc repro" for running all the stages in pipeline

STEP 1: Set the env variable | Get it from dagshub -> remote tab -> mlflow tab

MLFLOW_TRACKING_URI=https://dagshub.com/manotti22/deepCNNClassifier.mlflow MLFLOW_TRACKING_USERNAME=manotti22 MLFLOW_TRACKING_PASSWORD=your_token

STEP 2: install mlflow

STEP 3: Set remote URI

STEP 4: Use context manager of mlflow to start run and then log metrics, params and model

Sample data for testing-

https://raw.githubusercontent.com/c17hawke/raw_data/main/sample_data.zip