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TensorFlow Lite example apps

A collection of TensorFlow Lite Android and iOS apps.

Image classification

Test an image classification solution with a pre-trained model that can recognize 1000 different types of items from input frames on a mobile camera.

Object detection

Explore an app using a pre-trained model that draws and labels bounding boxes around 1000 different recognizable objects from input frames on a mobile camera.

Pose estimation

Explore an app that estimates poses of people in an image.

Speech recognition

Explore an app that uses a microphone to spot keywords and return a probability score for the words spoken.

Gesture recognition

Train a neural network to recognize gestures caught on your webcam using TensorFlow.js, then use TensorFlow Lite to convert the model to run inference on your device.