End-to-end Cell Segmentation Using Yolo v8

Workflows

1. Constants
2. Entity
3. Components
4. Pipelines
5. App.py

How to run?

STEP 01 - Clone the repository

https://github.com/ishumann/Cell-Segmentation

STEP 02 - Create a conda environment after opening the repository

conda create -n cellseg python=3.8 -y

conda activate cell

STEP 03 - Install the requirements

pip install -r requirements.txt

STEP 04 - Run the following command

python app.py

STEP 05 - FinalLY Open up you local host and port

localhost:8080

AZURE CI/CD Deployment with Github Actions

Run from terminal:

docker build -t cellseg.azurecr.io/cell:latest .

docker login cellseg.azurecr.io

docker push cellseg.azurecr.io/cell: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