TensorFlow Lite Micro

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf machine learning framework
gptkbp:compatibleWith gptkb:operating_system
gptkb:TensorFlow_Lite_models
dynamic memory allocation
floating point operations (on some devices)
gptkbp:containsCommunity gptkb:TensorFlow_Forum
gptkbp:designedFor microcontrollers
gptkbp:developedBy gptkb:Google
gptkbp:enables on-device machine learning
gptkbp:firstReleased 2019
https://www.w3.org/2000/01/rdf-schema#label TensorFlow Lite Micro
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:optimizedFor low memory footprint
real-time inference
gptkbp:partOf gptkb:TensorFlow_Lite
gptkbp:supports gptkb:Arduino
gptkb:C++
gptkb:ARM_Cortex-M
gptkb:ESP32
gptkb:Raspberry_Pi_Pico
embedded systems
gptkbp:usedFor speech recognition
image classification
gesture recognition
sensor data analysis
gptkbp:website https://www.tensorflow.org/lite/microcontrollers
gptkbp:bfsParent gptkb:CMSIS-NN
gptkbp:bfsLayer 6