/Chicken-Disease-Classification

Primary LanguageJupyter NotebookMIT LicenseMIT

Chicken-Disease-Classification--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 main.py
  9. Update dvc.yaml

How to run?

  1. Clone the repository
  2. Create a conda environment after opening the repository 
    conda create -n cnncls python=3.8 -y
conda activate cnncls
  3. Install the requirements 
    pip install -r requirements.txt
  4. Run the following command 
    python app.py
  5. Open up your localhost and port

DVC cmd

  1. dvc init
  2. dvc repro
  3. dvc dag

AWS-CICD-Deployment-with-Github-Actions

  1. Login to AWS console.
  2. Create IAM user for deployment
  3. Create ECR repo to store/save docker image
  4. Create EC2 machine (Ubuntu)
  5. Install Docker in EC2 Machine
  6. Configure EC2 as self-hosted runner
  7. Setup GitHub secrets

AZURE-CICD-Deployment-with-Github-Actions

  1. Save pass
  2. Run from terminal: Docker build, login, and push
  3. Deployment Steps

These instructions provide a comprehensive guide on how to set up, run, and deploy your project using various services and tools. If you have any specific questions or need further assistance with any of the steps, feel free to ask!