Chest-Disease-Classification-from-Chest-CT-Scan-Image/README.md

Chest-Disease-Classification-from-Chest-CT-Scan-Image

Info regarding Dagshub

MLFLOW_TRACKING_URI=https://dagshub.com/vamshi-nalla/mlflow-Experiment-demo.mlflow \
MLFLOW_TRACKING_USERNAME=vamshi-nalla \
MLFLOW_TRACKING_PASSWORD=52e4d6511241df9ca56e60184492c7d9abce63a4 \

Commands to run on gitbash terminal for testing mlflow_demo.ipynb

export MLFLOW_TRACKING_URI=https://dagshub.com/vamshi-nalla/mlflow-Experiment-demo.mlflow

export MLFLOW_TRACKING_USERNAME=vamshi-nalla 

export MLFLOW_TRACKING_PASSWORD=52e4d6511241df9ca56e60184492c7d9abce63a4 

Commands to run on gitbash terminal for tracking the project

export MLFLOW_TRACKING_URI=https://dagshub.com/vamshi-nalla/Chest-Disease-Classification-from-Chest-CT-Scan-Image.mlflow 

export MLFLOW_TRACKING_USERNAME=vamshi-nalla  

export MLFLOW_TRACKING_PASSWORD=52e4d6511241df9ca56e60184492c7d9abce63a4 

Data Drive Link:

link = "https://drive.google.com/file/d/1TOxQN6ByLfRVztC7LEmTCkbNf1Pznrjz/view?usp=sharing"

File to be Extracted is "Chest-CT-Scan-data.zip"

WorkFlow

1. Update config.yaml
2. Update params.yaml
3. Update the entity
4. Update the configuration manager in src config
5. Update the components
6. Update the pipeline
7. Update the main.py
8. Update the dvc.yaml