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.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_autocomplete.png?authuser=9)
Generate suggestions for text inputs using a Keras language model.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_image.png?authuser=9)
Identify hundreds of objects, including people, activities, animals, plants, and places.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_shapes.png?authuser=9)
Detect multiple objects with bounding boxes. Yes, dogs and cats too.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_pose.png?authuser=9)
Estimate poses for single or multiple people. Imagine the possibilities, including stick figure dance parties.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_speech.png?authuser=9)
Identify speech commands by recognizing keywords.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_pose.png?authuser=9)
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_paw.png?authuser=9)
Pinpoint the shape of objects with strict localization accuracy and semantic labels. Trained with people, places, animals, and more.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_text.png?authuser=9)
Categorize free text into predefined groups. Potential applications include abusive content moderation, tone detection, and more.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_recommendation.png?authuser=9)
Provide personalized on-device recommendations based on events selected by users.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_question.png?authuser=9)
Answer questions based on the content of a given passage of text with BERT.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_digit.png?authuser=9)
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_style.png?authuser=9)
Apply any styles on an input image to create a new artistic image.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_smart.png?authuser=9)
Generate reply suggestions to input conversational chat messages.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_super_resolution.png?authuser=9)
Generate a super resolution image from a low resolution image.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_audio.png?authuser=9)
Classify audio using your microphone.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_video.png?authuser=9)
Identify human actions in video footages.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_reinforcement_learning.png?authuser=9)
Train a game agent using reinforcement learning and build an Android game using TensorFlow Lite.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_optical_character_recognition.png?authuser=9)
Extract texts from images using Optical Character Recognition with TensorFlow Lite.
![](https://www.tensorflow.org/static/site-assets/images/marketing/icon/tile_model_personalization.png?authuser=9)