Deploying TensorFlow Models to a Web Application: Using Flask API, TensorFlowJS, and TensorFlow Serving

Machine learning is a way to harness the power of AI algorithms. Companies and developers often have difficulty deploying machine learning models efficiently. This is due to a lack of a proper process setup and execution. Vikraman created a step-by-step guide after receiving feedback from his YouTube subscribers. You'll learn how to deploy machine learning models in web apps using TensorFlow.js. These models can be deployed at scale, and you will learn how to use users' existing hardware like web cams to complete common machine learning tasks.