model-deployment

About

model-deployment is a consumable REST API service for the image-service and collaboratively developed by Bangkit Academy 2023 Cohort.

Contributor to this repostory:

• Dimas Ichsanul Arifin
• Ramdhan Firdaus Amelia
• Saddam Sinatrya Jalu Mukti

Build With

• Python
• Docker
• FastAPI
• Google App Engine

API endpoints

Deployment URL : https://c23-ps414-ml-service.et.r.appspot.com/docs/

Development

Install dependencies

pip install -r requirements.txt

Running the Service without Container

$ uvicorn app.main:app --reload

Or

$ uvicorn app.main:app --reload

Building the Container

$ docker build -t model-deployment .

Running the Container

$ docker run -d -p 8000:8000 model-deployment

Load the ML model

Put your model file to model folder