Matlab code of machine learning algorithms in book PRML

R-CNN: Regions with Convolutional Neural Network Features

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

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)

Collection and a development kit of matlab mex functions for OpenCV library

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 n…

Ensemble of Exemplar-SVMs for Object Detection and Beyond

Multiscale Combinatorial Grouping - Object Proposals and Segmentation

Evaluation of detection performance, recall, and repeatability of detection proposal algorithms

Matlab Environment for Deep Architecture Learning

Deep Gaussian Processes in matlab

Cartesian k-means for approximate nearest neghbor search, codebook learning, etc.

Code for CVPR 2014 paper "Shrinkage Fields for Effective Image Restoration" (Uwe Schmidt and Stefan Roth)

Code of training and implementing scene attribute classifiers. Project page: http://cs.brown.edu/~gen/sunattributes.html

Ensemble of Exemplar-SVMs for Object Detection and Beyond