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Liu Ziyi's Projects

dcm-imu icon dcm-imu

The DCM-IMU algorithm is designed for fusing low-cost triaxial MEMS gyroscope and accelerometer measurements. An extended Kalman filter is used to estimate attitude in direction cosine matrix (DCM) formation and gyroscope biases online. A variable measurement covariance method is implemented for acceleration measurements to ensure robustness against temporarily non-gravitational accelerations which usually induce errors to attitude estimate in ordinary IMU-algorithms. The code and data will be added after related scientific work is published and open source publication is approved.

gsl icon gsl

GNU Scientific Library with CMake build support and AMPL bindings

imu-study icon imu-study

对常见IMU芯片的原理、驱动和数据融合算法整理,以区分某度、某坛上面碎片化严重到影响入坑的乱象

khiva icon khiva

An open-source library of algorithms to analyse time series in GPU and CPU.

ngmeet icon ngmeet

Matlab Code for: "Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. Arvix. Dec 2018"

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

rigidmask icon rigidmask

Code for "Learning to Segment Rigid Motions from Two Frames". CVPR 2021.

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr-1 icon simclr-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

tengine icon tengine

Tengine is a lite, high performance, modular inference engine for embedded device

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