Chicken-Disease-Classification

The chicken disease classification project aims to develop a system that can accurately identify and classify diseases in chickens based on their symptoms

Workflows

1. Update config.yaml
2. Update secrets.yaml
3. Update params.yaml
4. Update entity
5. Update configuration manage in src config
6. Update components
7. Update Pipelines
8. Update main.py
9. Update dvc.yaml

How to run?

STEPS

Clone the repository

https://github.com/Mohshaikh23/Chicken-Disease-Classification.git

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

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

#with specific access

1. EC2 access : It is virtual machine

2. ECR: Elastic Container registry to save your docker image in aws

Description: About the deployment

1. Build docker image of the source code

2. Push your docker image to ECR

3. Launch Your EC2

4. Pull Your image from ECR in EC2

5. Lauch your docker image in EC2

#Policy:

1. AmazonEC2ContainerRegistryFullAccess

2. AmazonEC2FullAccess

3. Create ECR repo to store/save docker image

• Save the URI: 238155895877.dkr.ecr.us-east-1.amazonaws.com/chicken

4. Create EC2 machine (Ubuntu)

5. Open EC2 and Install docker in EC2 Machine

#optinal

sudo apt-get update -y

sudo apt-get upgrade

required

curl -fsSL https://get.docker.com -o get-docker.sh

sudo sh get-docker.sh

sudo usermod -aG docker ubuntu

newgrp docker

6. Configure EC2 as self-hosted runner

setting>actions>runner>new self hosted runner> choose os> then run command one by one

7. Setup github secrets

AWS_ACCESS_KEY_ID=

AWS_SECRET_ACCESS_KEY=

AWS_REGION = us-east-1

AWS_ECR_LOGIN_URI = demo>> 238155895877.dkr.ecr.us-east-1.amazonaws.com

ECR_REPOSITORY_NAME = simple-app

AZURE-CICD-Deployment-with-Github-Actions

Save pass

s3cEZKH5yytiVnJ3h+eI3qhhzf9q1vNwEi6+q+WGdd+ACRCZ7JD6

Run from terminal

docker build -t chickenapp.azurecr.io/chicken:latest .

docker login chickenapp.azurecr.io

docker push chickenapp.azurecr.io/chicken:latest

Deployment Steps

1. Build the Docker image of the Source Code
2. Push the Docker image to Container Registry
3. Launch the Web App Server in Azure
4. Pull the Docker image from the container registry to Web App server and run