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chapter-09-kubernetes

README.md

Running TF-Serving locally

Get the model from Chapter 7:

wget https://github.com/alexeygrigorev/mlbookcamp-code/releases/download/chapter7-model/xception_v4_large_08_0.894.h5

Convert it to saved_model:

python convert.py

Run TF-Serving with Docker:

docker run -it --rm \
    -p 8500:8500 \
    -v "$(pwd)/clothing-model:/models/clothing-model/1" \
    -e MODEL_NAME=clothing-model \
    tensorflow/serving:2.3.0

Now open 09-image-preparation.ipynb and execute the code there to test it