Classification Dogs vs cats Azure Deployment

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 app.py

How to run?

STEP 01- Clone the repository

https://github.com/Shahed9338/Classification-Dogs-vs-cats-Azure-Deployment.git

STEP 02- Create a conda environment after opening the repository

conda create -n dogcat python

source activate dogcat

STEP 03- Install the requirements

pip install -r requirements.txt

STEP 04- Run the app

python app.py

Now open up your local host 0.0.0.0:8080

AZURE-CICD-Deployment-with-Github-Actions

Save pass:

Demo >> 3NHWZxdfLYo4GfkeDXIyl00IcFV18hQqkeIfTjiVXR+ACRBZ88QA

Run from terminal:

docker build -t dogandcat.azurecr.io/dogandcat:latest .

docker login dogandcat.azurecr.io

docker push dogandcat.azurecr.io/dogandcat: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