Tensorflow Image recognition using Grpc Client
This project includes java code example for making use of tensorflow image recognition over GRPC.
Build and run this project
mvn clean compile exec:java -Dexec.args="localhost:9000 example.jpg"
This assumes that tensorflow inception is being served at localhost:9000 and
aslo the example.jpg file exists.
To build this jar as an addon to tika, run
mvn clean compile assembly:single
and then use the jar target/tensorflow-java-1.0-jar-with-dependencies.jar
Setup Tensorflow serving on localhost:9000
Requires Docker
# pull and start the prebuilt container, forward port 9000
docker run -it -p 9000:9000 tgowda/inception_serving_tika
# Inside the container, start tensorflow service
root@8311ea4e8074:/# /serving/server.sh
If you want to use a different port
May modify the /serving/server.sh, which has
/serving/bazel-bin/tensorflow_serving/example/inception_inference --port=9000 /serving/inception-export/ &> /serving/inception_log &