On-Device Machine Learning with Flutter - Kshitiz Rimal (Flutter Week)

On-Device Machine Learning is a technique to train and run a Deep Learning models on the edge devices such as Smartphones, IoT Devices and devices without an OS like Microcontroller units (MCU). It's the future of AI inference. This presentation will cover two aspects, first how to easily built on-device machine learning models using Tensorflow 2.0 and Tensorflow Lite and secondly, how easy it is to construct and run flutter app that uses this model on both iOS and Android Devices. This presentation will go step by step procedure that will help mobile developers using Flutter to easily super charge their apps with Tensorflow Lite models. This presentation will walkthrough various case studies and explore state of the art machine learning models that can be used with Flutter and Tensorflow Lite. ... https://www.youtube.com/watch?v=mlPAcndoZHU