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GitHub topics: tensorflow-lite-micro

PhilippvK/stm32-tflm-demos

Collection of STM32 projects making use of Tensorflow Lite Micro

Size: 3.33 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 9

tinyMLx/colabs

This repository holds the Google Colabs for the EdX TinyML Specialization

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 116 - Forks: 117

bharathsudharsan/OTA-TinyML

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

Language: C++ - Size: 48.6 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 5

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

Language: C - Size: 177 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 56 - Forks: 6

NorthernMechatronics/nmsdk2

Northern Mechatronics Software Development Kit V2

Language: C - Size: 25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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.

Language: C++ - Size: 901 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

arrhythmia-detection/OptimizedMLPFloat32

Deploys a simple MLP to ESP32-S3 chip to do arrhythmia classification using Chapman ECG dataset

Language: C++ - Size: 33.2 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

arrhythmia-detection/ESP32TFMicro

Abstracts away all the low-level complexity of TensorFlow Lite Micro and makes it really easy to deploy TFLM models on supported ESP32 boards. By default, this library prints per ops wise execution time via Serial. This makes it really easy to collect metrics for logging.

Language: C++ - Size: 9.53 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

QingChuanWS/TensorflowLiteMicro

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

Language: C++ - Size: 2.98 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 9

TinyCompositeHAR/ESP32TFLiteCompositeHARModelDeployment

Deploy a simple MLP model onto ESP32-S3 board and collects metrics

Language: C - Size: 1.06 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

TinyCompositeHAR/LowComputeCompositeADLModels

My CSE707 TinyML Mini Project that uses esp32 s3 dev kit to detect composite human activites On-Device (ESP32)

Language: C - Size: 164 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

nesl/auritus

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

Language: C++ - Size: 139 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 20 - Forks: 0

tu-thai/mtk3-ai-interpreter

Combining AI and RTOS for resource constrained embedded systems

Language: C - Size: 2.25 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

tinyMLx/arduino-library

This repository holds the Arduino Library for the EdX TinyML Specialization

Language: C++ - Size: 4.94 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 30

tinyMLx/courseware

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

Size: 232 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 140 - Forks: 58

suburban-daredevil/Smart-Mask-Enforcement-System

A Smart Mask Enforcement System using Multitenant Cascading Architecture in TinyML

Language: C++ - Size: 599 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

RDZDX/tflite_micro_runtime

tflite_micro_runtime

Language: Python - Size: 8.83 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Gurkengewuerz/microcontroller-tensorflow

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

Language: C++ - Size: 1.42 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

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.

Size: 3.43 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

nesl/neurosymbolic-tinyml

TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

Language: C - Size: 312 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 0

nesl/tinyodom

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation

Language: C++ - Size: 4.86 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 33 - Forks: 3

ayyucedemirbas/dermnet_Tf_lite_micro

Language: Jupyter Notebook - Size: 981 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

NorthernMechatronics/tflm_digits

Optical digit recognition using Tensorflow Lite Micro on the NM180100

Language: C++ - Size: 16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

lupyuen/tflite-bl602 Fork of tensorflow/tflite-micro

TensorFlow Lite for BL602

Language: C++ - Size: 5.5 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 2

cargilgar/Smart-Alarm-using-tinyML

Sleep state prediction in embedded systems based on sensor data.

Language: C++ - Size: 77.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

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.

Language: C++ - Size: 6.16 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

driedler/tflite_micro_runtime Fork of tensorflow/tflite-micro

TensorFlow Lite for Microcontrollers Python package for Raspberry Pi Zero

Language: C++ - Size: 9.82 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

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.

Language: Jupyter Notebook - Size: 3.42 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

bkgoodman/espcam_training_tools

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

Language: C - Size: 1.98 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

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.

Language: JavaScript - Size: 4.41 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

ebgoldstein/MokaPotNet

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

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

UNCG-DAISY/tinyCamML

flooding on roadways with TinyML

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

ayyucedemirbas/COVID-19_cough_sound_classification

Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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

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

Language: C - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 2

Related Keywords
tensorflow-lite-micro 34 tensorflow 16 tinyml 15 tensorflow-lite 12 arduino 8 machine-learning 7 deep-learning 5 embedded-machine-learning 4 neural-network 4 ml 3 edx-course 3 education 3 colab-notebook 3 stem 3 python 3 arduino-nano-33-ble-sense 3 tensorflow2 3 tinyml-edx 3 neural-architecture-search 3 esp32-s3 3 tflite 3 embedded-systems 2 embedded 2 bayesian-optimization 2 keras 2 machinelearning 2 apollo3 2 cmsis-nn 2 nm180100 2 platformio 2 gsoc-2022 2 tflm-arduino 2 esp32 2 raspberry-pi-zero 2 raspberry-pi 2 tflm 2 mnist 2 cpp 2 microcontroller 2 inertial-sensors 2 kalman-filter 1 mobilenet 1 odometry 1 pedestrian-dead-reckoning 1 cnn-classification 1 pressure-sensor 1 robotics 1 temporal-convolutional-network 1 samd21 1 uav 1 uuv 1 raspberry-pi-zero-w 1 mlperf-inference 1 neurosymbolic 1 physics-aware-ml 1 barometer 1 dead-reckoning 1 hyperparameter-tuning 1 feature-selection 1 edgeml 1 hardware-aware 1 inertial-navigation-systems 1 inertial-odometry 1 constrained-optimization 1 localization 1 bayesian 1 automl 1 ai 1 adversarial-machine-learning 1 dermnet 1 tft-display 1 tft-lcd 1 tutorial 1 esp-who 1 css 1 css3 1 html 1 html5 1 javascript 1 js 1 web-bluetooth-api 1 arduino-portenta 1 mokapot 1 openmv 1 classification 1 esp32-cam 1 audio-classification 1 linear-regression 1 makeit 1 image-classification 1 machine-vision 1 optical-character-recognition 1 bl602 1 pinecone 1 riscv 1 riscv32 1 harvardx-capstone 1 kicad 1 proteus 1 tflite-runtime 1