tensorflow-lite-micro

There are 0 repository under tensorflow-lite-micro topic.

• tinyMLx / courseware

  In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).

  tinymltinyml-edxedx-courseembedded-machine-learningmlstemeducationcoursetensorflowtensorflow-lite-microcolab-notebook
  135

• tinyMLx / colabs

  This repository holds the Google Colabs for the EdX TinyML Specialization

  educationarduinotensorflowtensorflow-lite-micromledx-coursestemembedded-machine-learningtinymltinyml-edxcolab-notebook
  Language:Jupyter Notebook 102

• SiliconLabs / mltk

  A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

  aiotcppembeddedembedded-cembedded-systemsinternet-of-thingsiotkeraskeras-tensorflowmachine-learningmachinelearningpythonpython3tensorflowtensorflow-litetensorflow-lite-microtensorflow2
  Language:C 47

• tinyMLx / arduino-library

  This repository holds the Arduino Library for the EdX TinyML Specialization

  educationarduinotensorflowtensorflow-lite-micromledx-coursestemembedded-machine-learningtinymltinyml-edxcolab-notebook
  Language:C++ 42

• nesl / tinyodom

  TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation

  odometrylocalizationroboticsinertial-odometryinertial-navigation-systemstinymlneural-architecture-searchtensorflow-lite-microhardware-awaremachine-learningneural-networktemporal-convolutional-networkbayesian-optimizationinertial-sensorspedestrian-dead-reckoninguavuuvpressure-sensorbarometerdead-reckoning
  Language:C++ 37

• PhilippvK / stm32-tflm-demos

  Collection of STM32 projects making use of Tensorflow Lite Micro

  tensorflow-lite-micromnistcmakestm32machine-learningmicro-speechtiny-facehello-worldccppsdcardstm32f4-discoverystm32f7-discoverylcdtouchscreencodecwavbmp
  23

• bharathsudharsan / OTA-TinyML

  Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'

  tinymlota-updatearm-cortex-m0arm-cortex-m4arm-cortex-m7tensorflow-lite-micromicrocontroller-boardsarduino-boardsfilesystemedge-computingmodel-zootflitemodelzoocode-generation
  Language:C++ 17
• auritus

  nesl / auritus

  Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables

  earablemachine-learningdeep-neural-networkstinymlneural-architecture-searchtensorflow-lite-microdeep-learninghuman-activity-recognitionactivity-recognitioninertial-sensorswearable-computinghyperparameter-optimizationneural-networkubiquitous-computingframeworkbayesian-optimizationend-to-endheadpose-estimationheadposefilters
  Language:C++ 17

• QingChuanWS / TensorflowLiteMicro

  Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite

  tensorflow-lite-micrort-threadcmsis-nnaudiotensorflowstm32f4deep-learningtensorflow-litegcc-arm
  Language:C++ 17

• nesl / neurosymbolic-tinyml

  TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

  adversarial-machine-learningaiautomlbayesianconstrained-optimizationdeep-learningedgemlfeature-selectionhyperparameter-tuningkalman-filtermachine-learningmicrocontrollermlperf-inferenceneural-architecture-searchneural-networkneurosymbolicphysics-aware-mltensorflow-lite-microtinyml
  Language:C 14

• lupyuen / tflite-bl602

  TensorFlow Lite for BL602

  tensorflow-lite-microbl602pineconeriscvriscv32
  Language:C++ 11
• Smart-Alarm-using-tinyML

  cargilgar / Smart-Alarm-using-tinyML

  Sleep state prediction in embedded systems based on sensor data.

  tinymlmachinelearningembedded-systemstensorflow-lite-microharvardx-capstone
  Language:C++ 10

• driedler / tflite_micro_runtime

  TensorFlow Lite for Microcontrollers Python package for Raspberry Pi Zero

  tensorflowtensorflow-litetensorflow-lite-microtflmtflitepythonraspberry-piraspberry-pi-zerotflite-runtime
  Language:C++ 10

• theevildoof / TinyML_OV7670

  This repo contains all the necessary files to build a MNIST TinyML application, that works with an OV7670 camera module and TFT LCD module.

  arduinoarduino-nano-33-blearduino-nano-33-ble-sensecadfritzinggoogle-summer-of-codemachine-learningmnistmnist-classificationmnist-handwriting-recognitionmnist-modelov7670tensorflowtensorflow-lite-microtft-displaytft-lcdtinymltutorial
  Language:Jupyter Notebook 8

• trylaarsdam / pio-tflite-lib

  A PlatformIO library with the complete and (As of Aug 20, 2023) up-to-date version of Tensorflow Lite for Microcontrollers.

  arduinoplatformiotensorflowtensorflow-litetensorflow-lite-microtflite
  Language:C++ 6

• bkgoodman / espcam_training_tools

  Web GUI to collect and categorize images from web cam (ESP-CAM, ESP-WHO) for ML training

  esp32esp-whotensorflow-lite-micro
  Language:C 5

• anwaypimpalkar / smartElevatorSystem

  A holistic device for safer and smarter contactless elevator system using Embedded Machine Learning on an Arduino Nano 33 BLE Sense, complete with a deployable PCB and fire safety system pipeline.

  tinymltensorflow-lite-microarduino-nano-33-ble-sensekicadproteus
  Language:C++ 4

• ebgoldstein / MokaPotNet

  Detect a MokaPot with Tensorflow Lite Micro and an Arduino Portenta or OpenMV cam

  tensorflow-lite-microopenmvarduino-portentamokapot
  Language:Jupyter Notebook 3

• Diego-Luna / Pinball-MoonMakers

  MoonMakers-Pinball in a game that works in the browser, where we use our Arduino Nano 33 BLE Sense, as a command to control the imposition of our ball thanks to AI.

  arduinoarduino-nano-33-ble-sensecsscss3html5htmljsjavascripttensorflowtensorflow-litetensorflow-lite-microweb-bluetooth-api
  Language:JavaScript 2

• UNCG-DAISY / tinyCamML

  flooding on roadways with TinyML

  classificationesp32-camtensorflow-lite-microtinyml
  Language:Jupyter Notebook 2

• ayyucedemirbas / dermnet_Tf_lite_micro

  dermnetgsoc-2022image-classificationtensorflow-lite-micro
  Language:Jupyter Notebook 1

• BaptisteZloch / MakeIT-How-to-deploy-a-linear-regression-on-Arduino-Nano-33

  This repository is dedicated to the first tutorial of my YouTube channel.

  neural-networkmakeittensorflow-lite-microlinear-regressionarduino
  Language:C 1

• Gurkengewuerz / microcontroller-tensorflow

  Tensorflow lite used on a SAMD21 microcontroller in the arduino framework for activity recognition

  tensorflowarduinomicrocontrollerplatformiotensorflow-litetensorflow-lite-microsamd21
  Language:C++ 1

• NavodPeiris / MobileNet_96x96_greyscale_weights

  weights of MobileNetV1 and MobileNetV2 trained on greyscale images. supports 96x96 image inputs only. Useful for developing models for Edge devices like Android, IOS and Microcontrollers.

  cnn-classificationdeep-learningkerasmobilenettensorflowtensorflow-lite-microtinyml
  1

• NorthernMechatronics / tflm_digits

  Optical digit recognition using Tensorflow Lite Micro on the NM180100

  apollo3machine-learningmachine-visionnm180100optical-character-recognitiontensorflowtensorflow-litetensorflow-lite-microtensorflow2
  Language:C++ 1

• RDZDX / tflite_micro_runtime

  tflite_micro_runtime

  pythonraspberry-piraspberry-pi-zeroraspberry-pi-zero-wtensorflowtensorflow-lite-microtflm
  Language:Python 1

• ayyucedemirbas / COVID-19_cough_sound_classification

  audio-classificationgsoc-2022tensorflow-lite-micro
  Language:Jupyter Notebook

• NorthernMechatronics / nmsdk2

  Northern Mechatronics Software Development Kit V2

  apollo3blecmsiscmsis-nnembeddedfreertosloralorawansx1262tensorflow-litetensorflow-lite-microtensorflow2nm180100
  Language:C