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The Top 23 Tinyml Open Source Projects

Open source projects categorized as Tinyml
Categories > Tinyml
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27most recent commit 4 months agopypi ofa} Downloads
Frugally Deep ⭐ 1,017
Header-only library for using Keras (TensorFlow) models in C++.
total releases 1most recent commit 3 months ago
Tinyengine ⭐ 614
[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
most recent commit 7 months ago
Tinyml Papers And Projects ⭐ 566
This is a list of interesting papers and projects about TinyML.
most recent commit 7 months ago
Deepc ⭐ 495
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
most recent commit a year ago
Emlearn ⭐ 327
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 30most recent commit 3 months ago
Mcunet ⭐ 299
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
total releases 5most recent commit 7 months ago
Artificial Nose ⭐ 282
Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.
most recent commit a year ago
Modelassistant ⭐ 268
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
most recent commit 3 months ago
Embeddedml ⭐ 142
Notes on Machine Learning on edge for embedded/sensor/IoT uses
most recent commit 3 months ago
Torchprune ⭐ 130
A research library for pytorch-based neural network pruning, compression, and more.
most recent commit a year ago
Mirnet Tflite Trt ⭐ 123
TensorFlow Lite models for MIRNet for low-light image enhancement.
most recent commit 3 years ago
Colabs ⭐ 95
This repository holds the Google Colabs for the EdX TinyML Specialization
most recent commit 7 months ago
Courseware ⭐ 76
In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).
most recent commit 2 years ago
Rune ⭐ 71
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
dependent packages 11total releases 20most recent commit 2 years agocargo hotg-rune-core} Downloads
Rl Tools ⭐ 65
A Fast, Portable Deep Reinforcement Learning Library for Continuous Control
most recent commit 3 months ago
Covid Net ⭐ 43
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 tackl
most recent commit 4 months ago
Currentsense Tinyml ⭐ 43
Spying on Microcontrollers using Current Sensing and embedded TinyML models
most recent commit 3 years ago
Agrobot ⭐ 32
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
most recent commit 9 months ago
Fogml ⭐ 29
Source code generators for machine learning models.
total releases 7most recent commit 10 months ago
Edge Impulse Esp32 Cam Image Classification ⭐ 28
Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)
most recent commit 9 months ago
Thermalgesture_esp32 ⭐ 28
在ESP32上实现基于红外热成像阵列传感器的手势识别
most recent commit a year ago
Ml Mcu ⭐ 28
Code for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
most recent commit a year ago
The 2 Most Depended On Tinyml Open Source Projects
Rune ⭐ 71
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
dependent packages 11total releases 20latest release January 28, 2022most recent commit 2 years agocargo hotg-rune-core} Downloads
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27latest release July 20, 2023most recent commit 4 months agopypi ofa} Downloads
The 7 Latest Releases In Tinyml Open Source Projects
Emlearn ⭐ 327
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 30latest release November 27, 2023most recent commit 3 months ago
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27latest release July 20, 2023most recent commit 4 months agopypi ofa} Downloads
Fogml ⭐ 29
Source code generators for machine learning models.
total releases 7latest release November 10, 2022most recent commit 10 months ago
Frugally Deep ⭐ 1,017
Header-only library for using Keras (TensorFlow) models in C++.
total releases 1latest release September 30, 2022most recent commit 3 months ago
Rune ⭐ 71
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
dependent packages 11total releases 20latest release January 28, 2022most recent commit 2 years agocargo hotg-rune-core} Downloads
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