MSimsek07/first_cnn_project

first_cnn_project

Workflows

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. Update the main.py
9. Update the dvc.yaml
10. app.py

How to run?

STEPS:

Clone the repository

https://github.com/MSimsek07/first_cnn_project

STEP 01- Create a conda environment after opening the repository

conda create -n cnncls python=3.8 -y

conda activate cnncls

STEP 02- install the requirements

pip install -r requirements.txt

# Finally run the following command
python app.py

Now,

open up you local host and port

MLflow

• Documentation

cmd

• mlflow ui

dagshub

dagshub

MLFLOW_TRACKING_URI=https://dagshub.com/MSimsek07/first_cnn_project.mlflow
MLFLOW_TRACKING_USERNAME=MSimsek07
MLFLOW_TRACKING_PASSWORD=ad2bfaca98536488b50be8f277603310cac47be5
python script.py

Run this to export as env variables:

export MLFLOW_TRACKING_URI=https://dagshub.com/MSimsek07/first_cnn_project.mlflow

export MLFLOW_TRACKING_USERNAME=MSimsek07 

export MLFLOW_TRACKING_PASSWORD=ad2bfaca98536488b50be8f277603310cac47be5