mrzaizai2k / Iris-model-deploy

Just try to deploy a simple ML model like Iris classification

iris-model-deploy

Just try to deploy a simple ML model like Iris classification

Here are the steps to run your Flask app with Docker on a new PC and connect to it with HTML:

1. Install Docker
2. Clone the project repository:

git clone <repository-url>

3. Build the Docker image: create new project for that. Open terminal > command prompt >

docker build -t <image-name>

4. Run the Docker container

docker run -p 5000:5000 <image-name>

5. Open the templates/index.html file

If you want to connect port 8000 in local host to port 5000 in container

1. Run the Docker container

docker run -p 8000:5000 <image-name>

2. Change the file templates/index.html to

fetch('http://localhost:8000/predict', {
  method: 'POST',
  headers: {
    'Content-Type': 'application/json'
  },