TensorFlow Lite

GPTKB entity

Statements (51)
Predicate Object
gptkbp:instanceOf machine learning framework
gptkbp:category gptkb:artificial_intelligence
gptkb:software
deep learning
gptkbp:designedFor mobile devices
embedded devices
gptkbp:developedBy gptkb:Google
gptkbp:documentation https://www.tensorflow.org/lite/guide
gptkbp:enables hardware acceleration
on-device machine learning
model inference
model quantization
model optimization
gptkbp:fileExtension .tflite
gptkbp:firstReleased 2017
gptkbp:hasComponent gptkb:TensorFlow_Lite_Converter
gptkb:TensorFlow_Lite_Delegate
gptkb:TensorFlow_Lite_Interpreter
gptkb:TensorFlow_Lite_Model_Maker
https://www.w3.org/2000/01/rdf-schema#label TensorFlow Lite
gptkbp:latestReleaseVersion 2023-08-30
2.14.0
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:partOf gptkb:TensorFlow
gptkbp:platform gptkb:Android
gptkb:iOS
gptkb:Raspberry_Pi
gptkb:Linux
microcontrollers
gptkbp:repository https://github.com/tensorflow/tensorflow
gptkbp:supports gptkb:Hexagon_DSP
gptkb:NNAPI
gptkb:Edge_TPU
GPU acceleration
TensorFlow models
gptkbp:supportsLanguage gptkb:Java
gptkb:Objective-C
gptkb:Python
gptkb:Swift
gptkb:C++
gptkb:Kotlin
gptkbp:usedFor natural language processing
speech recognition
recommendation systems
pose estimation
image classification
object detection
gptkbp:website https://www.tensorflow.org/lite
gptkbp:bfsParent gptkb:TensorFlow
gptkbp:bfsLayer 5