kafka-dogbreed-classification

Prerequisites:

• Docker
• Docker Compsoe

1. Set up the environment

   make requirements
   

2. Train dog model

   make train
   

3. Download and start Confluent platform stack in detached mode

   make kafka
   

4. Run Seldon-Core and TensorFlow Serving

   make kafka-deploy
   

5. Run kafka consumer

   • TensorFlow Serving

     CONFIG=TENSORFLOW python kafka_consumer.py
     

   • Seldon-Core

     python kafka_consumer.py
     

6. Send image with kafka producer

   python kafka_producer.py