Steps

Without Docker

Camera Side

• Commands to be executed on camera side. bash script.sh
• 8500 is GRPC port and 8501 is Tensorflow serving port and communication takes place on grpc port therefore central server will make request on respective client grpc port

Central Server Side

• Commands to be executed on central server side.
• To save tensorflow model python mnist_saved_model.py ./hackathon_1/tmp/mnist
• To make request python client_api.py --num_tests=100 --server=camera_ip:8501 python client_rpc.py --num_tests=100 --server=camera_ip:8500
• Above command will make request to given ip and will receive accuracy.
• To check weather server is listening or not use following command GET http://127.0.0.1:8500/v1/models/my_model

Resources

• Medium
• Tensorflow Doc