Repository Index

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

• reinforcement-learning
• book
• courses
• tutorials

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

: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.

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

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

R-CNN: Regions with Convolutional Neural Network Features

Evolutionary multi-objective optimization platform

• evolutionary-algorithms
• multi-objective-optimization
• matlab

Class Activation Mapping

This is a resouce list for low light image enhancement

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

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

• matlab
• tikz
• pgfplots
• octave

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

• image-denoising
• residual-learning
• super-resolution
• jpeg-deblocking

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