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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
66 commits to master branch, last one 28 days ago
[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
A lightweight header-only library for using Keras (TensorFlow) models in C++.
Created 2016-07-15
1,607 commits to master branch, last one 6 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
93 commits to main branch, last one 2 months ago
This is a list of interesting papers and projects about TinyML.
Created 2020-12-24
231 commits to main branch, last one about a month ago
The Fastest Deep Reinforcement Learning Library
Created 2023-11-11
2,555 commits to master branch, last one 5 hours ago
86
577
apache-2.0
32
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
58
576
mit
17
Machine Learning inference engine for Microcontrollers and Embedded devices
Created 2018-03-16
686 commits to master branch, last one 29 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 10 months ago
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Created 2022-10-18
827 commits to main branch, last one 11 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
31
260
unknown
18
Notes on Machine Learning on edge for embedded/sensor/IoT uses
Created 2019-07-17
530 commits to master branch, last one 7 days ago
27
258
gpl-3.0
13
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 2 months ago
22
250
apache-2.0
15
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 2 months ago
63
161
other
18
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
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
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)
Created 2020-08-30
11 commits to master branch, last one 4 years ago
15
136
apache-2.0
9
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
A robust and efficient TinyML inference engine.
Created 2023-02-17
113 commits to main branch, last one 25 days ago
115
111
other
12
This repository holds the Google Colabs for the EdX TinyML Specialization
Created 2020-10-09
205 commits to master branch, last one 3 months ago
Efficient Machine Learning engine for MicroPython
Created 2023-07-25
394 commits to master branch, last one 28 days 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 3 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 2 years ago
5
64
gpl-2.0
2
Zant simplifies the deployment and optimization of neural networks on microprocessors
Created 2024-09-04
401 commits to main branch, last one 9 hours 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
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 11 months ago
7
54
other
8
SensiML's open-source AutoML solution for Edge AI model development
Created 2024-06-23
78 commits to main branch, last one a day ago