AI-IMU Dead-Reckoning
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Updated
Jan 8, 2025 - Python
AI-IMU Dead-Reckoning
[IEEE TVT 2021] A wheel-mounted MEMS IMU-based dead reckoning system.
RINS-W: Robust Inertial Navigation System on Wheels
Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
EKF-based LiDAR-Inertial Map matching Localization
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
Vision Benchmark in Rome Development Kit
Codes for Deep Learning Based Speed Estimation for Constraining Strapdown Inertial Navigation on Smartphones
Dual Camera, IMU, and GPS data recorder for Android
The official implementation of CTIN model for Inertial Navigation
Sensor Fusion of noisy gps signals with IMU preintegration
Taha
GINIO: A Geometric SO(3)-Equivariant Interface for Neural Inertial Odometry (CoRL 2026). Lie-Neuron / Vector-Neuron / canonicalised equivariant IMU networks with a covariance interface, filters, checkpoints.
LepidIO: Learning-Based Phase-Informed Dynamic Inertial Odometry for Flapping-Wing Robots
TALOS NIO: Open-source Neural-Inertial Odometry (NIO) for spatial computing. Fuses 15-state ESKF with PyTorch-trained SpectralMLP.
IROS 2026 TartanIMU Challenge — 20th/131: one unified inertial velocity model for car, quadruped, drone and handheld (official score 0.25878), with the evaluation rulers, cloud automation, technical report and a full day-by-day record
融合 200Hz 高精 IMU 与 ARCore VIO 的 Android 移动端惯性定位实验、数据采集与端侧评测应用
This project investigates whether low-cost IMU sensors can reliably infer motion direction for object tracking applications.
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