Client Image to consume caption generator model. Uses gRPC and flask to make the app run.
139
Setup Caption Generation tensorflow/serving API and a flask WebApp to consume that using gRPC interface.
You can use docker-compose file which will setup whole thing for you.
docker-compose -f compose_caption_generator.yaml up
Alternatively you can run following commands to setup whole environment.
docker image pull adityajn105/tf_serving_caption_gen:latest
docker image pull adityajn105/client_caption_gen:latest
docker network create --driver bridge mynetwork
docker container run -d --network=mynetwork --network-alias=tf_server adityajn105/tf_serving_caption_gen:latest
docker container run -d -p 80:80 --network=mynetwork -e TF_SERVER_IP=tf_server adityajn105/client_caption_gen:latest
Visit the app on http:localhost
Content type
Image
Digest
Size
698.8 MB
Last updated
about 6 years ago
docker pull adityajn105/client_caption_gen