/deploy_simple_MLserver

Primary LanguageJupyter Notebook

Model

Using YOLOV3 in cvlib and tensorflow

Deploy Predict server by using Server.ipynb, Consume it by Client.ipynb

Server using FastAPI to deploy, after execute server codes then

http://localhost:8000/docs -> Click /predict -> Try it out to test server is working.

Docker

1. Pulling the image from Docker hub

docker pull deeplearningai/mlepc1w1-ugl:jupyternb

above container contain jupyter notebook environment on ubuntu (provided by deeplearning.ai)

2. Running a container out of the image:

docker run -it --rm -p 8888:8888 -p 8000:8000 --mount type=bind,source="$(pwd)",target=/home/jovyan/work deeplearningai/mlepc1w1-ugl:jupyternb

go to https://localhost:8888/ and run the server and test with client