This blog post takes a deep dive into the TensorFlow.js API, a powerful tool for browser-based machine learning. Starting with the question of What is TensorFlow.js API?, we focus on choosing the right tool for machine learning projects, the advantages of the API, and its use in application development. The post covers in detail how to build and train machine learning models with the TensorFlow.js API, its potential, especially in visual recognition applications, and the points to consider. Tips for successful applications are offered, and the future potential of this technology is also touched upon. In short, the TensorFlow.js API makes machine learning accessible to web developers, paving the way for innovative applications. What is TensorFlow.js API? Basic Information The TensorFlow.js API allows JavaScript developers to build machine learning in browsers and Node.js environments...