Attention: TensorFlow Lite is now part of Google AI Edge. The latest documentation is now at ai.google.dev/edge/lite . Learn more TensorFlow Learn For Mobile & Edge Examples Stay organized with collections Save and categorize content based on your preferences. TensorFlow Lite example apps Explore pre-trained TensorFlow Lite models and learn how to use them in sample apps for a variety of ML applications. Autocomplete Generate suggestions for text inputs using a Keras language model. Model overview Try it on Android Image classification Identify hundreds of objects, including people, activities, animals, plants, and places. Model overview Try it on Android Try it on iOS Try it on Raspberry Pi Object detection Detect multiple objects with bounding boxes. Yes, dogs and cats too. Model overview Try it on Android Try it on iOS Try it on Raspberry Pi Pose estimation Estimate poses for single or multiple people. Imagine the possibilities, including stick figure dance parties. Model overview Try it on Android Try it on iOS Try it on Raspberry Pi Speech recognition Identify speech commands by recognizing keywords. Try it on Android Try it on iOS Gesture recognition Recognize gestures using your webcam. Try it on Android Try it on iOS Segmentation Pinpoint the shape of objects with strict localization accuracy and semantic labels. Trained with people, places, animals, and more. Model overview Try it on Android Try it on iOS Try it on Raspberry Pi Text classification Categorize free text into predefined groups. Potential applications include abusive content moderation, tone detection, and more. Model overview Try it on Android On-device recommendation Provide personalized on-device recommendations based on events selected by users. Model overview Try it on Android Natural language question answering Answer questions based on the content of a given passage of text with BERT. Model overview Try it on Android Try it on iOS Digit classifier Classify handwritten digits. Try it on Android Try it on iOS Style transfer Apply any styles on an input image to create a new artistic image. Model overview Try it on Android Try it on iOS Smart reply Generate reply suggestions to input conversational chat messages. Model overview Try it on Android Super resolution Generate a super resolution image from a low resolution image. Model overview Try it on Android Audio classification Classify audio using your microphone. Model overview Try it on Android Try it on iOS Try it on Raspberry Pi Video classification Identify human actions in video footages. Model overview Try it on Android Try it on Raspberry Pi Reinforcement learning Train a game agent using reinforcement learning and build an Android game using TensorFlow Lite. Model overview Try it on Android Optical character recognition Extract texts from images using Optical Character Recognition with TensorFlow Lite. Model overview Try it on Android On-device training Train a TensorFlow Lite model on-device. Model overview Try it on Android