Difference between revisions of "TensorFlow Lite"
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* [[Internet of Things (IoT)]] | * [[Internet of Things (IoT)]] | ||
* [http://blog.tensorflow.org/2022/09/announcing-tensorflow-lite-in-google-play-services-general-availability.html?utm_source=newsletter&utm_medium=email&utm_campaign=TensorFlow2022Q3newsletter&utm_term=tensorflowlite_googleplay&max-results=20 Announcing TensorFlow Lite in Google Play Services General Availability] | * [http://blog.tensorflow.org/2022/09/announcing-tensorflow-lite-in-google-play-services-general-availability.html?utm_source=newsletter&utm_medium=email&utm_campaign=TensorFlow2022Q3newsletter&utm_term=tensorflowlite_googleplay&max-results=20 Announcing TensorFlow Lite in Google Play Services General Availability] | ||
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| + | TensorFlow Lite in Google Play services is already used by Google teams, including ML Kit, serving over a billion monthly active users and running more than 100 billion daily inferences. TensorFlow Lite is an inference runtime optimized for mobile devices, and now that it's part of Google Play services, it helps you deliver better ML experiences because it: | ||
| + | * Reduces your app size by up to 5 MB compared to statically bundling TensorFlow Lite with your app | ||
| + | * Uses the same API as available when bundling TF Lite into your app | ||
| + | * Receives regular performance updates in the background so it’s always getting better automatically | ||
| + | |||
| + | Get started by learning how to [http://www.tensorflow.org/lite/android/play_services add TensorFlow Lite in Google Play Services to your Android app]. | ||
| + | |||
<youtube>kFWKdLOxykE</youtube> | <youtube>kFWKdLOxykE</youtube> | ||
Revision as of 08:23, 30 September 2022
Youtube search... ...Google search
- TensorFlow
- Quantization
- Converting to TensorFlow Lite
- Internet of Things (IoT)
- Announcing TensorFlow Lite in Google Play Services General Availability
TensorFlow Lite in Google Play services is already used by Google teams, including ML Kit, serving over a billion monthly active users and running more than 100 billion daily inferences. TensorFlow Lite is an inference runtime optimized for mobile devices, and now that it's part of Google Play services, it helps you deliver better ML experiences because it:
- Reduces your app size by up to 5 MB compared to statically bundling TensorFlow Lite with your app
- Uses the same API as available when bundling TF Lite into your app
- Receives regular performance updates in the background so it’s always getting better automatically
Get started by learning how to add TensorFlow Lite in Google Play Services to your Android app.
