ainize-run-tensorflow-example

Usage

RUN resnet API server using Docker

• Build docker image

$ docker build -t tensorflow-serving-resnet .

• Run docker container in your local environment.

$ docker run -p 8501:8501 -it tensorflow-serving-resnet

• Check state of local server

$ curl http://localhost:8501/v1/models/resnet

• Request example image to local server

$ base64_example() {
cat <<EOF
{
    "instances": [
        {
            "b64": "$(base64 samples/cat.jpg)"
        }
    ]
}
EOF
}

$ curl -X POST http://localhost:8501/v1/models/resnet:predict \
 -H 'Content-Type: application/json' -d "$(base64_example)"

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Reference

• Checkout ImageNet 1000 class