To run this example, first follow instructions for setting up your environment.
Also, we use Apache Beam (running on Cloud Dataflow) and PIL to preprocess the images into embeddings, so make sure to install the required packages:
pip install -r requirements.txt
Then, you may follow the instructions in sample.sh.