Repository Index

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

Matlab code of machine learning algorithms in book PRML

• matlab
• machine-learning
• prml
• algorithms

TranslatedMathematical modeling, MCM/ICM (American Undergraduate Mathematical Contest in Modeling), CUMCM (China Undergraduate Mathematical Contest in Modeling), Huawei Cup Graduate Mathematical Modeling, CUMCM LaTeX template, MCM/ICM LaTeX template, mathorcup, Electrician Cup (电工杯), Central China Competition (华中赛), APMCM, Shenzhen Cup (深圳杯), Zhongqing Cup (中青杯), East China Cup (华东杯), Shuwei Cup (数维杯), Northeast Three Provinces Mathematical Modeling (东三省数学建模), Certification Cup (认证杯), mathematical modeling books, commonly used MATLAB algorithms, CUMCM judging key points, summary of software, models and algorithms, intelligent algorithms, optimization algorithms, modern algorithms

• mathmodel
• latex
• latex-template
• cumcm

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

• computervision
• deeplearning
• 3d
• reconstruction

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

Faster R-CNN

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

• matlab
• mathematics
• algrithm

OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html

Matlab Coding homework for Machine Learning

Class Activation Mapping

This is a resouce list for low light image enhancement

• low-light
• image-enhancement
• low-light-image-enhancement
• computer-vision

Chebfun: numerical computing with functions.

Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

Fashion Detection in the Wild (Deep Clothes Detector)

• computer-vision
• deep-learning
• clothes-detection
• clothes-detector

HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave

• hdr
• tone-mapping
• inverse-tonemapping
• tonemapping

SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

TUM Roborace Team Software Stack - Path tracking control, velocity control, curvature control and state estimation.

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

Instructions for building an almost consumer hardware based prototype of a hearing aid

• hearing
• hearing-aids
• signal-processing
• jack

DetecDiv provides a comprehensive set of tools to analyze time microscopy images using deep learning methods. The software structure is such that data can be processed either at the command line or using a graphical user-interface. Detecdiv classification models include : image classification and regression, semantic segmentation, LSTM networks to analyze data and image timeseries.