adityajn105/tf_serving_caption_gen repository overview

⁠Tensorflow-Serving Caption Generator⁠

A tensorflow/serving api to serve Caption-Generator deep learning model with gRPC and REST interface.

Model is based on merge-architecture which uses VGG19 to get image embedding and LSTM to generate next word.

⁠Usage

You can run following commands to get the server running.

docker image pull adityajn105/tf_serving_caption_gen:latest
	
docker container run -d -p 8500:8500 -p 8501:8501 --network=bridge --network-alias=tf_server adityajn105/tf_serving_caption_gen:latest

Consume REST api on 8501 port and gRPC on 8500 port.

⁠Contributors

• Aditya Jain⁠