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Alvin's Projects

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

eisegagr icon eisegagr

高效交互式语义分割标注软件EISeg 『Efficient and intelligent interactive segmentation annotation software』

filterpy icon filterpy

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

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

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

kalman_filter icon kalman_filter

这是一个Kalman Filter的程序,内含状态量为标量和二维矢量的C程序实现

kindr icon kindr

Kinematics and Dynamics for Robotics

libpointmatcher icon libpointmatcher

An "Iterative Closest Point" library for 2-D/3-D mapping in robotic

machinelearning icon machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

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