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This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
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 …
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks
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
Robotics Toolbox for MATLAB
This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vi…
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Apply and save color schemes in MATLAB with ease.
Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)
Matlab toolbox for Geometry Processing.
Code release for "Detect to Track and Track to Detect", ICCV 2017
An Experimental Implementation of Face Verification, 96.8% on LFW.
Ensemble of Exemplar-SVMs for Object Detection and Beyond
A Library of ADMM for Sparse and Low-rank Optimization
Learning Rich Features from RGB-D Images for Object Detection and Segmentation
Manopt, a Matlab toolbox for optimization on manifolds
DeconvNet : Learning Deconvolution Network for Semantic Segmentation
Computer vision feature extraction toolbox for image classification
LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-T…
[CVPR'16] Staple: Complementary Learners for Real-Time Tracking"
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
Open-source implementation of facial landmark detector