YOLOv7 packaged with Seldon Core, for deployment on OpenShift cluster
python -m venv venv
. ./venv/bin/activate
pip install -U pip
pip install -r requirements.txt
bash .s2i/bin/run
-
https://github.com/yinondn/seldon-core-tutorial/blob/main/quickstart.md - This tutorial shows to run ML model serving at scale on AWS using Seldon Core.
-
https://docs.seldon.io/projects/seldon-core/en/latest/tutorials/openshift_s2i.html - Using Openshift Source-to-Image to facilitate Machine Learning Deployment
-
https://www.fuzzylabs.ai/blog-post/serving-models-with-seldon-core - Serving models with Seldon Core
-
https://github.com/strangiato/Iris_seldon/tree/main/iris-seldon-service - Example from Trevor