TensorFlow is a powerful and versatile ML framework that is very popular in the AI and ML communities. Developers use it to build, train, and deploy ML models efficiently. The framework’s adaptability makes it perfect for mobile app development, considering the limited resources and need for real-time processing.
TensorFlow Lite is specifically focused on devices with limited computing resources, such as phones, tablets, and other embedded devices. It enables on-device machine learning as the software is already adapted for Android and iOS.