Introducing LiteRT: Google's high-performance runtime for on-device AI, formerly known as TensorFlow Lite.
Learn more
Module: tflite_support
Stay organized with collections
Save and categorize content based on your preferences.
The TensorFlow Lite Support Library.
Install the pip package:
pip install tflite-support
This package provides two major features:
- Metadata writers: add metadata to TensorFlow Lite models.
- Task Library: run TensorFlow Lite models of major machine learning tasks.
To learn more about metadata, flatbuffers and TensorFlow Lite models, check out
the metadata section of the
TensorFlow Lite guide.
To learn more about Task Library, check out the
documentation
on the TensorFlow Lite website.
Modules
metadata
module: TensorFlow Lite metadata tools.
metadata_schema_py_generated
module
metadata_writers
module: TF Lite Metadata Writer API.
task
module: The TensorFlow Lite Task Library.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-05-08 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-05-08 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-08 UTC."],[],[]]