Topic: tinyml Goto Github

👇 Here are 220 public repositories matching this topic...

adrianagaler / snoring-detection
tinyml,Tiny Machine Learning Snoring Detection Model for Embedded devices
User: adrianagaler
mfcc-features tinyml audio signal-processing tensorflow-micro

ai-techsystems / deepc
tinyml,vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
Organization: ai-techsystems
Home Page: https://cainvas.ai-tech.systems/
onnx microcontrollers odroid arduino sparkfun-products raspberrypi machine-learning deep-learning arm64 edge-devices

alankrantas / edge-impulse-esp32-cam-image-classification
tinyml,Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)
User: alankrantas
Home Page: https://www.hackster.io/alankrantas/tinyml-live-image-classification-on-esp32-cam-and-tft-de1a53
tinyml image-classification mobilenet edge-impulse esp32-cam mobilenetv1 tft tft-display

alexswong / covid-net
tinyml,Launched in March 2020 in response to the coronavirus disease 2019 (COVID-19) pandemic, COVID-Net is a global open source, open access initiative dedicated to accelerating advancement in machine learning to aid front-line healthcare workers and clinical institutions around the world fighting the continuing pandemic. Towards this goal, our global multi-disciplinary team of researchers, developers, and clinicians have made publicly available a suite of tailored deep neural network models for tackling different challenges ranging from screening to risk stratification to treatment planning for patients with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Furthermore, we have made available fully curated, open access benchmark datasets comprised of some of the largest, most diverse patient cohorts from around the world.
User: alexswong
covid-19 benchmark-datasets chest-ct-images chest-xray-images covid-net fibrosis ai dl ml machine-learning

ambiqai / nnse
tinyml,NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform
Organization: ambiqai
ai ambiq ambiq-micro modelzoo speech-denoising tinyml neuralspot

andriyadi / magicwand-tflite-esp32
tinyml,Magic Wand using ESPectro32 or other ESP32 boards, powered by TensorFlow Lite for Microcontrollers and PlatformIO
User: andriyadi
ai machine-learning tensorflow-lite tinyml arduino platformio esp32 espectro32

bharathsudharsan / cnn_on_mcu
tinyml,Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
User: bharathsudharsan
optimization quantization-aware-training quantization graph-optimization tflite tflite-conversion tinyml cmsis-nn efficient-inference edge-computing neuralnetworks c-code-generator

bharathsudharsan / ml-mcu
tinyml,Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
User: bharathsudharsan
sgd-optimizer gradient-descent tinyml microcontroller armcortexm4 armcortexm0 online-learning machine-learning classifier-training optimization incremental-learning edge-computing

bharathsudharsan / tinyml-benchmark-nns-on-mcus
tinyml,Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
User: bharathsudharsan
tinyml-benchmark raspberry-pi-pico mcu-boards arduinio armcortexm0 armcortexm4 armcortexm7 machine-learning tinyml efficient-inference

bharathsudharsan / tinyml-cam
tinyml,Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'
User: bharathsudharsan
arduino-library c-plus-plus computer-vision edge-analytics edge-computing edgeimpulse embedded-c embedded-systems esp32-cam image-recognition

biagiom / tflite-micro-lib
tinyml,TensorFlow Lite C/C++ library for microcontrollers.
User: biagiom
tflite microcontroller stm32 tinyml

bobingstern / microflow
tinyml,Export and run tensorflow models on arduino microcontrollers!
User: bobingstern
tinyml tensorflow arduino microcontrollers neural-network ai

cpldcpu / bitnetmcu
tinyml,Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others
User: cpldcpu
ch32v003 ch32v003fun quantization tinyml

datawhalechina / awesome-compression
tinyml,模型压缩的小白入门教程
Organization: datawhalechina
Home Page: https://datawhalechina.github.io/awesome-compression
knowledge-distillation model-compression model-pruning quantization compression kd model-quantization prune neural-architecture-search tinyml

dobiasd / frugally-deep
tinyml,A lightweight header-only library for using Keras (TensorFlow) models in C++.
User: dobiasd
tensorflow deep-learning keras cpp cpp14 header-only library c-plus-plus c-plus-plus-14 convolutional-neural-networks

eeeslab / cmix-nn
tinyml,CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
Organization: eeeslab
cnn quantized-neural-networks mixed-precision inference tinyml edge-computing edge-ai iot cmsis-nn cmsis

emlearn / emlearn
tinyml,Machine Learning inference engine for Microcontrollers and Embedded devices
Organization: emlearn
machine-learning random-forest classifier embedded-systems microcontroller scikit-learn c python inference neural-networks

emlearn / emlearn-micropython
tinyml,Efficient Machine Learning engine for MicroPython
Organization: emlearn
embedded-systems micropython python tinyml machine-learning

fjpolo / stm32f407tinyml
tinyml,TinyML for STM32F407 using different frameworks in C and C++ with Keil uVision IDE.
User: fjpolo
stm32 stm32f4 stm32f407 tensorflow tensorflow2 keras keras-tensorflow tflite cubemx c cpp keil keil-uvision keil-mdk tinyml tflite-micro

gigwegbe / tinyml-papers-and-projects
tinyml,This is a list of interesting papers and projects about TinyML.
User: gigwegbe
Home Page: http://everythingml.com/
tinyml embedded-systems neural-architecture-search wake-word machine-learning computer-vision

henriwoodcock / pico-wake-word
tinyml,MicroSpeech Wake Word example on the Raspberry Pi Pico. This is a port of the example on the TensorFlow repository.
User: henriwoodcock
tinyml tensorflow raspberry-pi wake-word-detection

hollance / tinyml-helloworld-arduinouno
tinyml,The TinyML "Hello World" sine wave model on Arduino Uno v3
User: hollance
tinyml arduino arduino-uno tensorflow-lite microcontrollers cplusplus led machine-learning neural-network

hollowman6 / tinyml-esp32
tinyml,This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)
User: hollowman6
Home Page: https://blackwalnut.zucc.edu.cn/codelabs/TinyML
tinyml esp32-arduino

hotg-ai / rune
tinyml,Rune provides containers to encapsulate and deploy edgeML pipelines and applications
Organization: hotg-ai
tinyml rust containerization edge-computing edgeml

ivanovitchm / embedded.ai
tinyml,Repository for DCA0306, an undergraduate course about Embedded Artifical Intelligence
User: ivanovitchm
artificial-intelligence embedded-systems machine-learning tinyml arduino-ble-33-sense

iwatake2222 / pico-loud_talking_detector
tinyml,A tinyML system using a Raspberry Pi Pico and TensorFlow Lite for Microcontrollers to detect loud talking. It can be utilized to encourage people to eat quietly to prevent the spread of the coronavirus and help in the fight against COVID
User: iwatake2222
raspberry-pi-pico tinyml cpp raspberrypi tensorflow tensorflowlite

jonnor / embeddedml
tinyml,Notes on Machine Learning on edge for embedded/sensor/IoT uses
User: jonnor
machine-learning embedded-systems sensor-network sensor-data microcontroller tinyml

kartben / artificial-nose
tinyml,Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.
User: kartben
tinyml iot ai edge-impulse seeedstudio wioterminal

kavyakvk / tinyfederatedlearning
tinyml,A scheme for privacy-preserving learning on Tiny Devices.
User: kavyakvk
tiny-devices privacy-preserving-learning machine-learning tinyml

liangzai-embedded / thermalgesture_esp32
tinyml,在ESP32上实现基于红外热成像阵列传感器的手势识别
User: liangzai-embedded
arduino amg8833 esp32 gesture-recognition tensorflowlite keras-cnn tinyml

lucaslie / torchprune
tinyml,A research library for pytorch-based neural network pruning, compression, and more.
User: lucaslie
Home Page: https://people.csail.mit.edu/lucasl/
neural-networks filter-pruning weight-pruning coresets deep-learning generalization-ability pytorch machine-learning tensor-decomposition sparsification

matteocarnelos / microflow-rs
tinyml,A robust and efficient TinyML inference engine.
User: matteocarnelos
inference-engine machine-learning rust tensorflow-lite tinyml

mit-han-lab / mcunet
tinyml,[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Organization: mit-han-lab
Home Page: https://mcunet.mit.edu
deep-learning neural-architecture-search pytorch tinyml microncontroller

mit-han-lab / once-for-all
tinyml,[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Organization: mit-han-lab
Home Page: https://ofa.mit.edu/
tinyml edge-ai efficient-model acceleration nas automl

mit-han-lab / tinyengine
tinyml,[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
Organization: mit-han-lab
Home Page: https://mcunet.mit.edu
c codegenerator cpp deep-learning microcontroller pytorch tinyml edge-computing neural-architecture-search quantization

nesl / agrobot
tinyml,Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Organization: nesl
agriculture agrobot deep-learning gnss gps imu inertial-sensors localization navigation neural-network

nesl / auritus
tinyml,Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables
Organization: nesl
earable machine-learning deep-neural-networks tinyml neural-architecture-search tensorflow-lite-micro deep-learning human-activity-recognition activity-recognition inertial-sensors

nesl / tinyodom
tinyml,TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
Organization: nesl
odometry localization robotics inertial-odometry inertial-navigation-systems tinyml neural-architecture-search tensorflow-lite-micro hardware-aware machine-learning

rl-tools / rl-tools
tinyml,A Fast, Portable Deep Reinforcement Learning Library for Continuous Control
Organization: rl-tools
Home Page: https://rl.tools
continuous-control cpp deep-learning mujoco reinforcement-learning robotics tinyml tinyrl

santandersecurityresearch / currentsense-tinyml
tinyml,Spying on Microcontrollers using Current Sensing and embedded TinyML models
Organization: santandersecurityresearch
tinyml sensors machine-learning tensorflowlite embedded-systems

sayakpaul / e2e-object-detection-in-tflite
tinyml,This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.
User: sayakpaul
object-detection tfod-api tflite computer-vision model-optimization tinyml tensorflow2

sayakpaul / mirnet-tflite-trt
tinyml,TensorFlow Lite models for MIRNet for low-light image enhancement.
User: sayakpaul
tinyml tflite tensorflow2 computer-vision

seeed-studio / modelassistant
tinyml,Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Organization: seeed-studio
Home Page: https://sensecraftma.seeed.cc/
ncnn onnx openmmlab pytorch tflite arduino deep-learning esp32 jetson raspberry-pi image-classification object-detection yolov5 tinyml

sensiml / piccolo
tinyml,SensiML's open-source AutoML solution for Edge AI model development
Organization: sensiml
Home Page: https://sensiml.org
automl automl-algorithms iot-application machine-learning-algorithms microcontroller-programming tinyml tinymlkit

smellslikeml / droop_detection
tinyml,Conserve water with image classification for plant droop detection deployed on the Arduino platform.
User: smellslikeml
Home Page: https://smellslike.ml/posts/tf-microcontroller-challenge-droopthereitis/
tensorflow image-classification tinyml arduino edge-ai

tinymlx / arduino-library
tinyml,This repository holds the Arduino Library for the EdX TinyML Specialization
Organization: tinymlx
Home Page: https://www.edx.org/professional-certificate/harvardx-tiny-machine-learning
education arduino tensorflow tensorflow-lite-micro ml edx-course stem embedded-machine-learning tinyml tinyml-edx

tinymlx / colabs
tinyml,This repository holds the Google Colabs for the EdX TinyML Specialization
Organization: tinymlx
Home Page: https://www.edx.org/professional-certificate/harvardx-tiny-machine-learning
education arduino tensorflow tensorflow-lite-micro ml edx-course stem embedded-machine-learning tinyml tinyml-edx

tinymlx / courseware
tinyml,In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).
Organization: tinymlx
Home Page: https://www.edx.org/professional-certificate/harvardx-tiny-machine-learning
tinyml tinyml-edx edx-course embedded-machine-learning ml stem education course tensorflow tensorflow-lite-micro

tszydlo / fogml
tinyml,Source code generators for machine learning models.
User: tszydlo
machine-learning tinyml

vitoplantamura / onnxstream
tinyml,Lightweight inference library for ONNX files, written in C++. It can run SDXL on a RPI Zero 2 but also Mistral 7B on desktops and servers.
User: vitoplantamura
machine-learning onnx raspberry-pi stable-diffusion llama mistral tinyml