Topic: "tinyml"
vitoplantamura/OnnxStream
Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.
Language: C++ - Size: 34.2 MB - Last synced at: about 12 hours ago - Pushed at: 8 days ago - Stars: 1,942 - Forks: 88
mit-han-lab/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Language: Python - Size: 6.83 MB - Last synced at: about 17 hours ago - Pushed at: over 1 year ago - Stars: 1,914 - Forks: 341
Dobiasd/frugally-deep
A lightweight header-only library for using Keras (TensorFlow) models in C++.
Language: C++ - Size: 3.4 MB - Last synced at: 6 days ago - Pushed at: 23 days ago - Stars: 1,105 - Forks: 237
mit-han-lab/tinyengine
[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
Language: C - Size: 235 MB - Last synced at: about 8 hours ago - Pushed at: 6 months ago - Stars: 869 - Forks: 141
gigwegbe/tinyml-papers-and-projects
This is a list of interesting papers and projects about TinyML.
Size: 281 KB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 866 - Forks: 148
rl-tools/rl-tools
The Fastest Deep Reinforcement Learning Library
Language: C++ - Size: 7.25 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 794 - Forks: 30
emlearn/emlearn
Machine Learning inference engine for Microcontrollers and Embedded devices
Language: Python - Size: 2.02 MB - Last synced at: about 5 hours ago - Pushed at: about 1 month ago - Stars: 619 - Forks: 62
ai-techsystems/deepC
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
Language: C++ - Size: 12.3 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 589 - Forks: 89
mit-han-lab/mcunet
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Language: Python - Size: 12 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 564 - Forks: 94
Seeed-Studio/ModelAssistant
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Language: Python - Size: 25.7 MB - Last synced at: 6 days ago - Pushed at: 16 days ago - Stars: 377 - Forks: 45
kartben/artificial-nose
Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.
Language: C - Size: 19.3 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 358 - Forks: 72
bharathsudharsan/TinyML-CAM
Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'
Language: Jupyter Notebook - Size: 3.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 277 - Forks: 26
datawhalechina/awesome-compression
模型压缩的小白入门教程
Size: 302 MB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 274 - Forks: 34
ZantFoundation/Z-Ant
Zant simplifies the deployment and optimization of neural networks on microprocessors
Language: Zig - Size: 138 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 267 - Forks: 23
jonnor/embeddedml
Notes on Machine Learning on edge for embedded/sensor/IoT uses
Language: Jupyter Notebook - Size: 183 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 267 - Forks: 33
HollowMan6/TinyML-ESP32
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)
Language: C - Size: 947 KB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 168 - Forks: 44
lucaslie/torchprune
A research library for pytorch-based neural network pruning, compression, and more.
Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22
hotg-ai/rune
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
Language: Rust - Size: 46.1 MB - Last synced at: 4 days ago - Pushed at: almost 3 years ago - Stars: 140 - Forks: 15
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
sayakpaul/MIRNet-TFLite-TRT
TensorFlow Lite models for MIRNet for low-light image enhancement.
Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 134 - Forks: 25
emlearn/emlearn-micropython
Efficient Machine Learning engine for MicroPython
Language: Jupyter Notebook - Size: 60.8 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 124 - Forks: 15
matteocarnelos/microflow-rs
A robust and efficient TinyML inference engine.
Language: Rust - Size: 1.29 MB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 120 - Forks: 13
tinyMLx/colabs
This repository holds the Google Colabs for the EdX TinyML Specialization
Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 116 - Forks: 117
Santandersecurityresearch/CurrentSense-TinyML
Spying on Microcontrollers using Current Sensing and embedded TinyML models
Language: C++ - Size: 13.5 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 82 - Forks: 8
henriwoodcock/pico-wake-word
MicroSpeech Wake Word example on the Raspberry Pi Pico. This is a port of the example on the TensorFlow repository.
Language: CMake - Size: 11.3 MB - Last synced at: 7 days ago - Pushed at: almost 4 years ago - Stars: 61 - Forks: 12
sensiml/piccolo
SensiML's open-source AutoML solution for Edge AI model development
Language: Python - Size: 92 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 59 - Forks: 10
alankrantas/edge-impulse-esp32-cam-image-classification 📦
Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)
Language: C - Size: 7.82 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 54 - Forks: 13
hollance/TinyML-HelloWorld-ArduinoUno
The TinyML "Hello World" sine wave model on Arduino Uno v3
Language: Jupyter Notebook - Size: 170 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 51 - Forks: 11
bharathsudharsan/ML-MCU
Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Language: C - Size: 886 KB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 8
AlexSWong/COVID-Net
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.
Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 10
nesl/agrobot
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Language: Jupyter Notebook - Size: 159 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 7
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
AmbiqAI/nnse
NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform
Language: C - Size: 145 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 38 - Forks: 6
pulp-platform/Deeploy
DNN Compiler for Heterogeneous SoCs
Language: Python - Size: 49.4 MB - Last synced at: about 11 hours ago - Pushed at: about 11 hours ago - Stars: 37 - Forks: 13
tszydlo/FogML
Source code generators for machine learning models.
Language: Python - Size: 2.57 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 37 - Forks: 8
LiangZai-Embedded/ThermalGesture_ESP32
在ESP32上实现基于红外热成像阵列传感器的手势识别
Language: C - Size: 14.6 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 6
bharathsudharsan/TinyML-Benchmark-NNs-on-MCUs
Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
Language: Python - Size: 11.4 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 11
AmbiqAI/heartkit
Perform AI-based heart monitoring tasks
Language: Jupyter Notebook - Size: 37.9 MB - Last synced at: 17 days ago - Pushed at: 4 months ago - Stars: 33 - Forks: 11
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
sayakpaul/E2E-Object-Detection-in-TFLite
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.
Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 8
EEESlab/CMix-NN
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
Language: C - Size: 166 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 32 - Forks: 8
kavyakvk/TinyFederatedLearning
A scheme for privacy-preserving learning on Tiny Devices.
Language: C++ - Size: 6.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 10
jsvir/vad
[Tiny VAD] SG-VAD: Stochastic Gates Based Speech Activity Detection
Language: Python - Size: 1.71 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 26 - Forks: 3
bharathsudharsan/CNN_on_MCU
Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 24 - Forks: 19
adrianagaler/Snoring-Detection
Tiny Machine Learning Snoring Detection Model for Embedded devices
Language: C++ - Size: 480 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 5
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: 28 days ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 5
biagiom/tflite-micro-lib
TensorFlow Lite C/C++ library for microcontrollers.
Language: C - Size: 754 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 22 - Forks: 6
ivanovitchm/embedded.ai
Repository for DCA0306, an undergraduate course about Embedded Artifical Intelligence
Language: Jupyter Notebook - Size: 45.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 1
smellslikeml/droop_detection
Conserve water with image classification for plant droop detection deployed on the Arduino platform.
Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 21 - Forks: 1
iwatake2222/pico-loud_talking_detector
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
Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: 5 days ago - Pushed at: almost 4 years ago - Stars: 21 - 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: 8 months ago - Pushed at: 8 months ago - Stars: 20 - Forks: 0
AMHD/Jamming-Detection-in-IoT-Wireless-Networks-An-Edge-AI-Based-Approach
Jamming Detection in IoT Wireless Networks using TinyML -- Code and Dataset
Language: Python - Size: 5.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 2
AmbiqAI/sleepkit
Perform AI-based sleep monitoring
Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 18 - Forks: 3
Z80coder/db-nets
∂B nets: learning discrete, boolean-valued functions by gradient descent
Language: Mathematica - Size: 55.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 3
lucastsutsui/EmbML
A tool to support using classification models in low-power and microcontroller-based embedded systems.
Language: Python - Size: 178 KB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 1
mryndzionek/rp2040_pico_sdk_playground
Raspberry Pi Pico (RP2040) playground
Language: C - Size: 6.42 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 17 - Forks: 1
pvti/CORING
:ring: Efficient tensor decomposition-based filter pruning
Language: Jupyter Notebook - Size: 272 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 16 - Forks: 4
montoyamoraga/tiny-trainable-instruments
Collection of media arts instruments using tiny machine learning, and based on microcontrollers.
Language: C - Size: 399 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 4
ai-techsystems/arduino
tinyml library for Arduino
Language: C++ - Size: 1.06 MB - Last synced at: 22 days ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 1
andriyadi/MagicWand-TFLite-ESP32
Magic Wand using ESPectro32 or other ESP32 boards, powered by TensorFlow Lite for Microcontrollers and PlatformIO
Language: C++ - Size: 2.67 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 1
itemis/tflite-esp-template
Template to kick-start TinyML projects on ESP32
Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 2
fjpolo/STM32F407TinyML
TinyML for STM32F407 using different frameworks in C and C++ with Keil uVision IDE.
Language: C - Size: 8.53 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 14 - Forks: 7
Bobingstern/MicroFlow
Export and run tensorflow models on arduino microcontrollers!
Language: C++ - Size: 14 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 2
lynkos/algae-detection
Detect and identify different species of harmful algae within natural water in real-time with AI and a camera (i.e., ESP32-CAM, smartphone, or webcam).
Language: C++ - Size: 507 MB - Last synced at: about 4 hours ago - Pushed at: 4 days ago - Stars: 12 - Forks: 2
Tiny-Prism-Labs/bird-sound-classifier-on-the-edge
The project attempts to recognize different bird calls by continuously listening to the audio through the onboard mic of the nano33 BLE Sense. The bird's call heard will be consumed by the model to classify it as one amongst the trained birds.
Size: 5.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 12 - 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: almost 2 years ago - Stars: 12 - Forks: 0
renesas/tflite-micro-renesas
TFLM examples using Renesas microcontrollers
Size: 77.1 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 4
bharathsudharsan/ML-Classifiers-on-MCUs
Supplementary material for IEEE Services Computing paper 'An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware'
Language: Jupyter Notebook - Size: 584 KB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 1
AkshathRaghav/tinyspeech
Code release for "TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices"
Language: C - Size: 1.43 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 11 - Forks: 2
umitkacar/ai-edge-computing-tiny-embedded
Size: 289 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 11 - Forks: 0
redayzarra/SleepApneaDetection
My capstone project explores machine learning, hardware, and web development to create a smart home system for monitoring the health of homebound patients suffering from sleep apnea. The system includes data collection through sensors, embedded ML (TinyML) to analyze data, and web development for creating a medical dashboard.
Language: C++ - Size: 187 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 1
alvarowolfx/tinyml-smart-tennis-sensor
Run Machine learning on a microcontroller with an accelerometer sensor to classify different moves with the racket - Forehand, Backhand, Serve, and Idle.
Language: C - Size: 11.5 MB - Last synced at: 14 days ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1
edgeimpulse/edge-impulse-runner-rs
A Rust library for running Edge Impulse Linux models
Language: Rust - Size: 209 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 10 - Forks: 1
pastifra/Continual_Nanodet
Fast and Computationally efficient Continual Learning for NanoDet anchor-free Object Detector
Language: Python - Size: 518 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 10 - Forks: 0
gbr1/edgeimpulse_ros
ROS2 wrapper for Edge Impulse
Language: Python - Size: 46.9 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 10 - Forks: 0
eembc/energyrunner
The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.
Size: 134 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 5
accomdemy/Learn
Learning Resources
Language: JavaScript - Size: 1.88 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 11
danmcleran/tinymind Fork of intel/cppnnml
Tinymind is a Neural Network and Machine Learning project intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems.
Language: C++ - Size: 1.44 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 9 - Forks: 2
ArmDeveloperEcosystem/ml-image-classification-example-for-openmv
Build a TensorFlow Lite based computer vision emoji input device with OpenMV 📷 → ✋ 👎 👍 👊
Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 4
daleonpz/cv_yolo_on_esp32
Screw type detection using ESP-EYE, YOLOv5, and TensorFlow Lite Micro for real-time classification on ESP32.
Language: C++ - Size: 118 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 2
OmniXRI/TinyML_Papers
TinyML Papers
Size: 69.3 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 4
code2k13/pipico_speech_recognition
This repository contains code and instructions to implement single word speech recognition on any board running CircuitPython
Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 0
sliming-ai/sliming-ai.github.io
🧠 Singular values-driven automated filter pruning
Language: JavaScript - Size: 385 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 7 - Forks: 3
erectbranch/MIT-Efficient-AI
TinyML and Efficient Deep Learning Computing | MIT 6.S965/6.5940
Size: 67.4 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 7 - Forks: 3
lucianobajr/internet-of-things
:robot: Internet Of Things (CCF 351)
Language: C++ - Size: 5.7 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0
Rohith-2/url_classification_dl
URL Feature extraction and Engineering aided with Classification via Neural Networks
Language: Python - Size: 30.9 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 10
OmniXRI/iThomeIronMan2021
iThome 2021 (13屆) 鐵人賽【arm platforms組】 ─ 爭什麼，把AI和MCU摻在一起做tinyML就對了！
Size: 419 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1
jimbobbennett/EdgeBadge-WordRecogniser
Recognize spoken words on device using an Adafruit EdgeBadge and a TinyML model
Language: C++ - Size: 997 KB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1
Empa-Teknoloji/Accelerator-Workshops-EdgeAI
Empa Electronics tarafından düzenlenen Accelerator Workshops etkinlikleri serimizin Uçta Yapay Zeka adımı için resmi kod deposu.
Language: C - Size: 156 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 2
SaiJeevanPuchakayala/FarmWiser
Revolutionize your farming with Farmwiser, the ultimate TinyML based Smart Agriculture solution!
Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 2
jsvir/sparknet
[Tiny KWS] SparkNet: Sparse Binarization for Fast Keyword Spotting
Language: Python - Size: 1.75 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0
nesl/locomote
LocoMote: AI-driven Sensor Tags for Fine-Grained Undersea Localization and Sensing
Language: C++ - Size: 19 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0
tszydlo/fogml_sdk
Implementation of machine learning algorithms for resource-constrained devices. Part of the FogML project.
Language: C - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2
BaptisteZloch/MakeIT-How-to-forecast-weather-with-Arduino-Nano-33
This repository is dedicated to the second tutorial of my youtube channell MakeIT. This project is about tiny machine learning and how to forecast weather using Arduino Nano 33 BLE Sense.
Language: C - Size: 864 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1
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
bharathsudharsan/Optimized-One-vs-One-Algorithm
Code for AAAI poster 'Training up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm'
Language: C - Size: 1.04 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0
alwint3r/Motor-Activity-Detection-TinyML
Motor Activity Detection using TensorFlow Lite on Arduino Nano 33 BLE board
Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 2
Vensim/Embedded_ML
Application of TinyML on an ESP32 system. To sample ECG data, feature gather and output new ML model based on sampled data to be re-compiled into ESP32.
Language: Python - Size: 923 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0
AmbiqAI/Human-Activity-Recognition
Human Activity Recognition Example Model Zoo
Language: C - Size: 155 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1
montoyamoraga/TinyTrainable
Arduino Library for building Tiny Trainable Instruments.
Language: C - Size: 7.05 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 4