An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.

imu-data 开源项目推荐(67 个)
imu-data 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 67 个仓库惯性测量单元的开源分析与可视化软件
Android app for synchronized recording of video and IMU data with advanced camera options, useful for 3D reconstruction, SLAM, AR, video stabilization. Supports remote control over network.
A collection of datasets, papers, and resources for Generalizable Human Activity Recognition and IMU sensing.
Visualization of IMU orientation from quaternion or Euler angles with a rotating cube
Android app for synchronized recording of video and IMU data on one or multiple smartphones with advanced camera options, useful for 3D reconstruction, SLAM, AR, video stabilization. Supports remote control over network.
visual-inertial odometry (VINS-Mono) with motion-aware feature selection
Codes for Deep Learning Based Speed Estimation for Constraining Strapdown Inertial Navigation on Smartphones
IMU-based human skeletal pose estimation in C++11
What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions (https://arxiv.org/pdf/2010.08539.pdf)
Digital Biomarkers for Parkinson's Disease Toolbox.
ROS package that publishes the MPU-9255 data into a Topic.
Detection of two phases (swing and stance) phase from the IMU datasets.
A Quick and Effective Camera-IMU Calibration for MODD2 dataset
real-time sensor fusion and positioning using GNSS, IMU, and KITTI dataset (in progress...)
UKF for orientation tracking on inertial data
This is an automatic implementation of the Rapid Upper Limb Assessment by using data from IMU sensors
Dataset containing wearable IMU recordings and clinical information from people with Parkinson’s Disease. It is designed to support research on Freezing of Gait (FoG) detection, severity estimation, activity recognition, and digital biomarkers.
Accepted in IEEE IoT Journal 2025
Subscribe to imu, odom, laser_scan topic and change them to txt for matlab.
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 20 个项目;原始页面见 https://github.com/topics/imu-data。
- 该话题在 GitHub 上共有 67 个仓库, 本站收录的是其中最热门的 20 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 20 个项目累计 1723 Star,覆盖 4 种主要语言,数据更新于 2026-11-08。
- 中文介绍来自 GitHub 官方话题说明(github/explore)的机器翻译,可点「查看原文」对照;译文缺失时会先展示原文。