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Liangyan Li's Projects

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepsort icon deepsort

c++ version of https://github.com/nwojke/deep_sort.

depthmap_dataset icon depthmap_dataset

Python Blender script to generate random scene, depth map and corresponding Stereo images for machine learning.

ds icon ds

cpp deep_sort: C++ implementation of Simple Online Realtime Tracking with a Deep Association Metric

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'.

griddehazenet icon griddehazenet

This repo contains the official training and testing codes for our paper: GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing.

hungarian icon hungarian

C++ Implementation of the hungarian algorithm

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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.

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

li icon li

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