Google TensorFlow Lite

GPTKB entity

Statements (51)
Predicate Object
gptkbp:instanceOf machine learning framework
gptkbp:designedFor mobile devices
embedded devices
gptkbp:developedBy gptkb:Google
gptkbp:documentation https://www.tensorflow.org/lite/guide
gptkbp:enables pruning
quantization
hardware acceleration
on-device machine learning
model inference
model optimization
gptkbp:firstReleased 2017
gptkbp:hardwareAcceleration gptkb:graphics_card
gptkb:Hexagon_DSP
gptkb:NNAPI
gptkb:Edge_TPU
https://www.w3.org/2000/01/rdf-schema#label Google TensorFlow Lite
gptkbp:latestReleaseVersion 2.14.0
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:partOf TensorFlow ecosystem
gptkbp:platform gptkb:Android
gptkb:Windows
gptkb:iOS
gptkb:Raspberry_Pi
gptkb:Linux
gptkbp:relatedTo gptkb:TensorFlow
gptkb:TensorFlow_Lite_Micro
TensorFlow Model Optimization Toolkit
gptkbp:repository https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite
gptkbp:supports delegates
custom operators
model conversion from TensorFlow
gptkbp:supportsLanguage gptkb:Java
gptkb:Objective-C
gptkb:Python
gptkb:Swift
gptkb:C++
gptkbp:usedFor natural language processing
speech recognition
recommendation systems
pose estimation
image classification
object detection
gptkbp:uses gptkb:TensorFlow_Lite_Converter
gptkb:TensorFlow_Lite_Delegate
gptkb:TensorFlow_Lite_Interpreter
gptkb:TensorFlow_Lite_Model_Maker
gptkbp:website https://www.tensorflow.org/lite
gptkbp:bfsParent gptkb:Edge_Impulse
gptkbp:bfsLayer 7