Repository Index

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

• reinforcement-learning
• book
• courses
• tutorials

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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.

R-CNN: Regions with Convolutional Neural Network Features

This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.

• matlab
• tikz
• pgfplots
• octave

Structured Edge Detection Toolbox

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

Python implementation of the Short Term Objective Intelligibility measure

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

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

A Network Integration Approach for Drug-Target Interaction Prediction

TUM Roborace Team Software Stack - Vehicle Simulation

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

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

The repository host gives no description.

The repository host gives no description.

Matlab codes that convert a RGBD image into a cad like model. This code is released as a part of my PhD dissertation.