Deploy-Deep-Learning-Models-TF-Serving-Docker-gRPC-REST

The dataset for TensorFlow Serving with Docker for Model Deployment is available here.

Project Flow

Import model tf2-preview/nnlm-en-dim128 from Tensorflow Hub
Freeze the imported model and train single dense layer
Export the Model as Protobuf
Start TensorFlow Serving with Docker
Setup a client (either gRPC or REST based)
Run the client
We predict Amazon product ratings based on plaintext reviews using gRPC or REST client.

This is the project done from Coursera Project Network course

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
LICENSE		LICENSE
README.md		README.md
tf_serving_grpc_client.py		tf_serving_grpc_client.py
tf_serving_rest_client.py		tf_serving_rest_client.py
train.py		train.py