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Xiaoyong Ye's Projects

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

ekf icon ekf

extended kalman filter

eskf icon eskf

An implementation of an Error State Kalman Filter (ESKF)

evl icon evl

Event Vision Library (EVL)

exposure icon exposure

An "infinite"-resolution GAN. It additionally produces interpretable results based on a photo editing model and reinforcement learning. (ACM Transactions on Graphics, to be presented at SIGGRAPH 2018)

fcn.tensorflow icon fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

groundingdino icon groundingdino

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

icp icon icp

C++ implementation of 3-dimensional ICP (Iterative Closest Point) method.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

larvio icon larvio

A lightweight, accurate and robust monocular visual inertial odometry based on Multi-State Constraint Kalman Filter.

madgwick_py icon madgwick_py

A Python implementation of Madgwick's IMU and AHRS algorithm.

manif icon manif

A small C++11 header-only library for Lie theory.

msckf_mono icon msckf_mono

VIO_Learning. A simple implement of mono msckf in https://github.com/TurtleZhong/msckf_mono/tree/master/src/msckf_mine_1.0

openpose icon openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

opticaltracking icon opticaltracking

Dump of Oculus Rift DK2 optical tracking code as-is, including a current snapshot of Vrui-3.2-001.

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