34 results found Sort:

[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
58 commits to master branch, last one 24 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 3 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
89 commits to main branch, last one 7 months ago
This is a list of interesting papers and projects about TinyML.
Created 2020-12-24
229 commits to main branch, last one 3 days ago
86
559
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
53
505
mit
16
Machine Learning inference engine for Microcontrollers and Embedded devices
Created 2018-03-16
670 commits to master branch, last one 3 months 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 7 months ago
46
394
apache-2.0
26
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 about a month 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
30
249
unknown
18
Notes on Machine Learning on edge for embedded/sensor/IoT uses
Created 2019-07-17
453 commits to master branch, last one 7 days ago
20
242
apache-2.0
13
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
23
240
gpl-3.0
12
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
118 commits to main branch, last one 5 days ago
A Fast, Portable Deep Reinforcement Learning Library for Continuous Control
Created 2023-11-11
2,108 commits to master branch, last one 28 days ago
模型压缩的小白入门教程
Created 2023-12-28
119 commits to main branch, last one 18 hours 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
60
152
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
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
114
109
other
12
This repository holds the Google Colabs for the EdX TinyML Specialization
Created 2020-10-09
205 commits to master branch, last one 5 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 12 days ago
A robust and efficient TinyML inference engine.
Created 2023-02-17
107 commits to main branch, last one about a month ago
Efficient Machine Learning engine for MicroPython
Created 2023-07-25
305 commits to master branch, last one 2 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
5
51
other
8
SensiML's open-source AutoML solution for Edge AI model development
Created 2024-06-23
54 commits to main branch, last one 13 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 8 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