$ pip install -r requirements.txt
$ python main.py
docker build -t submod/inception-app -f Dockerfile .
- Ensure that you are connected to an OpenShift project
oc new-project test
- Create the template for inception web application.
oc create -f https://raw.githubusercontent.com/sub-mod/inception-app/master/template.json
- Create the template for tensorflow serving endpoints.
oc create -f https://raw.githubusercontent.com/sub-mod/mnist-models/master/template.json
- Launch tensorflow serving s2i build for the tensorflow models.We need to create a prediction endpoints with inception model.
oc new-app --template=tensorflow-server --param=APPLICATION_NAME=tf-inception \
--param=MODEL_IMAGE=submod/inception-model \
--param=IMAGE_MODEL_PATH=/models/inception/1/ \
--param=MODEL_NAME=inception \
--param=MODEL_PATH=1
- Launch the inception web application.
oc new-app --template=inceptionapp --param=APPLICATION_NAME=inception-app --param=PREDICTION_SERVICE1=tf-inception
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