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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 about a year ago
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-...
Created
2023-07-14
59 commits to master branch, last one 11 days ago
A lightweight header-only library for using Keras (TensorFlow) models in C++.
Created
2016-07-15
1,600 commits to master branch, last one 5 months 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
93 commits to main branch, last one 24 days ago
This is a list of interesting papers and projects about TinyML.
Created
2020-12-24
230 commits to main branch, last one about a month ago
The Fastest Deep Reinforcement Learning Library
Created
2023-11-11
2,553 commits to master branch, last one 23 days 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 2 years ago
Machine Learning inference engine for Microcontrollers and Embedded devices
Created
2018-03-16
678 commits to master branch, last one 13 days 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 8 months ago
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Created
2022-10-18
1,024 commits to main branch, last one 2 months 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
Notes on Machine Learning on edge for embedded/sensor/IoT uses
Created
2019-07-17
483 commits to master branch, last one a day 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
126 commits to main branch, last one 6 days 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 2 years ago
模型压缩的小白入门教程
Created
2023-12-28
136 commits to main branch, last one about a month ago
A research library for pytorch-based neural network pruning, compression, and more.
Created
2020-02-14
12 commits to main branch, last one 2 years 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
205 commits to master branch, last one about a month ago
Building Simple versions of AI (ML, DL, NN) models from scratch to help grasp the concepts
Created
2024-10-02
20 commits to main branch, last one about a month ago
A robust and efficient TinyML inference engine.
Created
2023-02-17
108 commits to main branch, last one 9 days ago
Efficient Machine Learning engine for MicroPython
Created
2023-07-25
343 commits to master branch, last one 3 days 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
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 3 years ago
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Created
2022-07-23
32 commits to main branch, last one about a year ago
SensiML's open-source AutoML solution for Edge AI model development
Created
2024-06-23
54 commits to main branch, last one about a month ago
Live Image Classification on ESP32-CAM and TFT with MobileNet v1 from Edge Impulse (TinyML)
This repository has been archived
(exclude archived)
Created
2022-02-11
36 commits to main branch, last one 9 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
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