TensorFlow Serving REST API

TensorFlow Serving provides a REST API for serving trained TensorFlow models in production environments. The API supports model prediction (inference), classification, and regression requests against deployed models. It allows specifying model names and versions, and returns predictions in JSON format. TensorFlow Serving handles model lifecycle management, versioning, and concurrent request processing.