Deep Learning > TensorFlow Lite

Makes mobile development easier

How to use the Hexagon Delegate to speed up model inference on mobile and edge devices. Also see blog post Accelerating TensorFlow Lite on Qualcomm Hexagon DSPs.

A cross platform (mobile, desktop and Edge TPUs) AI pipeline by Google AI. (PM Ming Yong) | MediaPipe examples.

Provides a dart API similar to the TensorFlow Lite Java API for accessing TensorFlow Lite interpreter and performing inference in flutter apps. tflite_flutter on pub.dev.

Checkout this repo for sample app ideas and seeking help for your tutorial projects. Once a project gets completed, the links of the TensorFlow Lite model(s), sample code and tutorial will be added to this awesome list.

(Kotlin) sample - recognize, identify Language and translate text from live camera with ML Kit for Firebase.

sample code.

(Kotlin) sample code.

A tool for visualizing models.

A repository showing non-trivial conversion processes and general explorations in TensorFlow Lite.

An Android-based app to profile TensorFlow Lite models and measure its performance on smartphone.

A repository refactors and rewrites all the TensorFlow Lite Android examples which are included in the TensorFlow official website.

A collection of Tensorflow Lite Android example Apps in Kotlin, to show different kinds of kotlin implementation of the example apps