Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

Firebase ML Kit

Firebase ML Kit is a machine learning Software Development Kit (SDK) that is available on Firebase for mobile developers. It facilitates the hosting and serving of mobile machine learning models. It reduces the heavy tasks of running machine learning models on mobile devices to API calls that cover common mobile use cases such as face detection, text recognition, barcode scanning, image labeling, and landmark recognition. It simply takes input as parameters in order to output a bunch of analytical information. The APIs provided by ML Kit can run on the device, on the cloud, or on both. The on-device APIs are independent of network connections and, consequently, work faster compared to cloud-based APIs. The cloud-based APIs ...