TensorFlow Lite for Microcontrollers

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf machine learning framework
gptkbp:canBe image classification models
speech recognition models
quantized neural networks
gesture recognition models
gptkbp:compatibleWith gptkb:operating_system
gptkbp:designedFor microcontrollers
gptkbp:developedBy gptkb:Google
gptkbp:documentation https://www.tensorflow.org/lite/microcontrollers/overview
gptkbp:enables on-device machine learning inference
gptkbp:firstReleased 2019
https://www.w3.org/2000/01/rdf-schema#label TensorFlow Lite for Microcontrollers
gptkbp:license gptkb:Apache_License_2.0
gptkbp:memoryFootprint less than 100 KB
gptkbp:officialWebsite https://www.tensorflow.org/lite/microcontrollers
gptkbp:openSource true
gptkbp:partOf gptkb:TensorFlow_Lite
gptkbp:platform gptkb:Arduino
gptkb:ESP32
gptkb:STM32
gptkb:Raspberry_Pi_Pico
gptkbp:repository https://github.com/tensorflow/tflite-micro
gptkbp:supportsLanguage gptkb:C++
gptkbp:bfsParent gptkb:Edge_Impulse
gptkbp:bfsLayer 7