Projects in Awesome Lists tagged with tensorflow-lite-micro

https://github.com/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

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 06 Apr 2025

https://github.com/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

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 18 Mar 2025

https://github.com/bharathsudharsan/ota-tinyml

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

arduino-boards arm-cortex-m0 arm-cortex-m4 arm-cortex-m7 code-generation edge-computing filesystem microcontroller-boards model-zoo modelzoo ota-update tensorflow-lite-micro tflite tinyml

Last synced: 23 Apr 2025

https://github.com/nesl/auritus

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

activity-recognition bayesian-optimization deep-learning deep-neural-networks earable end-to-end filters framework headpose headpose-estimation human-activity-recognition hyperparameter-optimization inertial-sensors machine-learning neural-architecture-search neural-network tensorflow-lite-micro tinyml ubiquitous-computing wearable-computing

Last synced: 23 Jan 2026

https://github.com/QingChuanWS/TensorflowLiteMicro

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

audio cmsis-nn deep-learning gcc-arm rt-thread stm32f4 tensorflow tensorflow-lite tensorflow-lite-micro

Last synced: 17 Sep 2025

https://github.com/nesl/neurosymbolic-tinyml

TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

adversarial-machine-learning ai automl bayesian constrained-optimization deep-learning edgeml feature-selection hyperparameter-tuning kalman-filter machine-learning microcontroller mlperf-inference neural-architecture-search neural-network neurosymbolic physics-aware-ml tensorflow-lite-micro tinyml

Last synced: 23 Jan 2026

https://github.com/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.

arduino platformio tensorflow tensorflow-lite tensorflow-lite-micro tflite

Last synced: 11 Apr 2025

https://github.com/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.

arduino arduino-nano-33-ble-sense css css3 html html5 javascript js tensorflow tensorflow-lite tensorflow-lite-micro web-bluetooth-api

Last synced: 12 Apr 2026

https://github.com/ayyucedemirbas/dermnet_tf_lite_micro

dermnet gsoc-2022 image-classification tensorflow-lite-micro

Last synced: 30 May 2026

https://github.com/gurkengewuerz/microcontroller-tensorflow

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

arduino microcontroller platformio samd21 tensorflow tensorflow-lite tensorflow-lite-micro

Last synced: 27 Apr 2026

https://github.com/tinycompositehar/esp32tflitecompositeharmodeldeployment

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

esp32-s3 tensorflow-esp32 tensorflow-lite tensorflow-lite-micro tiny-mlp tinyml

Last synced: 27 Apr 2026

https://github.com/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.

easy-esp32-tflm esp32 esp32-s3 platformio-library tensorflow-lite tensorflow-lite-micro tflm-arduino