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[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Created
2020-01-05
109 commits to master branch, last one 8 months ago
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.
Created
2023-07-14
35 commits to master branch, last one a day ago
A lightweight header-only library for using Keras (TensorFlow) models in C++.
Created
2016-07-15
1,599 commits to master branch, last one 11 days ago
[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 256K...
Created
2022-08-24
89 commits to main branch, last one 2 months ago
This is a list of interesting papers and projects about TinyML.
Created
2020-12-24
222 commits to main branch, last one 8 months ago
vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
Created
2019-06-22
815 commits to master branch, last one about a year ago
Machine Learning inference engine for Microcontrollers and Embedded devices
Created
2018-03-16
645 commits to master branch, last one about a month ago
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Created
2022-06-14
49 commits to master branch, last one 2 months ago
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Created
2022-10-18
1,019 commits to main branch, last one 28 days ago
Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.
Created
2020-06-24
101 commits to master branch, last one about a year ago
Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'
Created
2022-07-18
21 commits to main branch, last one about a year ago
Notes on Machine Learning on edge for embedded/sensor/IoT uses
Created
2019-07-17
388 commits to master branch, last one 4 days ago
Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others
Created
2024-03-24
82 commits to main branch, last one 17 days ago
A research library for pytorch-based neural network pruning, compression, and more.
Created
2020-02-14
12 commits to main branch, last one about a year ago
A Fast, Portable Deep Reinforcement Learning Library for Continuous Control
Created
2023-11-11
1,870 commits to master branch, last one 4 hours ago
In this repository you will find TinyML course syllabi, assignments/labs, code walkthroughs, links to student projects, and lecture videos (where applicable).
Created
2021-01-15
26 commits to master branch, last one 2 years ago
Rune provides containers to encapsulate and deploy edgeML pipelines and applications
Created
2020-09-26
1,594 commits to master branch, last one 2 years ago
This repository holds the Google Colabs for the EdX TinyML Specialization
Created
2020-10-09
183 commits to master branch, last one 4 months ago
Spying on Microcontrollers using Current Sensing and embedded TinyML models
Created
2021-03-16
25 commits to main branch, last one 3 years ago
在ESP32上实现基于红外热成像阵列传感器的手势识别
Created
2023-01-08
16 commits to main branch, last one about a year ago
模型压缩的小白入门教程
Created
2023-12-28
66 commits to main branch, last one about a month ago
A robust and efficient TinyML inference engine.
Created
2023-02-17
102 commits to main branch, last one 19 days ago
MicroSpeech Wake Word example on the Raspberry Pi Pico. This is a port of the example on the TensorFlow repository.
Created
2021-03-16
29 commits to main branch, last one 2 years ago
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Created
2022-07-23
32 commits to main branch, last one 11 months ago
Efficient Machine Learning engine for MicroPython
Created
2023-07-25
172 commits to master branch, last one 20 days ago
Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)
Created
2022-02-11
36 commits to main branch, last one 3 months ago
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 learn...
Created
2021-01-17
180 commits to gh-pages branch, last one 6 months ago
This repository holds the Arduino Library for the EdX TinyML Specialization
Created
2021-01-20
51 commits to main branch, last one about a year ago
Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Created
2020-09-23
66 commits to master branch, last one about a year ago
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
uav
uuv
tinyml
odometry
robotics
barometer
localization
dead-reckoning
hardware-aware
neural-network
pressure-sensor
inertial-sensors
machine-learning
inertial-odometry
bayesian-optimization
tensorflow-lite-micro
pedestrian-dead-reckoning
neural-architecture-search
inertial-navigation-systems
temporal-convolutional-network
Created
2021-09-30
38 commits to main branch, last one about a year ago