TensorFlow Lite has an interface to hardware accelerators; in Android, it is through the Android Neural Network API and, in iOS, it is through CoreML.

The following are the pretested models that are guaranteed to work out of the box with TensorFlow Lite:

• Inception V3: A popular model for detecting the dominant objects present in an image.

• MobileNets: Computer vision models that can be used for classification, detection, and segmentation. MobileNet models are smaller, but less accurate, than Inception V3.

• On-device smart reply: An on-device model that provides one-touch replies for an incoming text message by suggesting contextually-relevant messages.