Image Formation and Processing at UIUC

anna

This is a code repository to efficiently train a deconvolutional neural network with rectified linear units.

do-neural-networks-learn-faus-iccvw-2015

Experiment files for the paper "Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?", available here: http://arxiv.org/abs/1510.02969

an-analysis-of-unsupervised-pre-training-iclr-2015

Experiment files for the paper "An Analysis of Unsupervised Pre-training in Light of Recent Advances", available here: http://arxiv.org/abs/1412.6597

ifp-uiuc.github.io

IFP website using solid-jekyll

caffe

Caffe: a fast open framework for deep learning. With OpenCL and CUDA support.

Frame_Grabber

This is a code repository to extract frames at periodic intervals from a video file.

ifp_toolbox

This is a code repository of general purpose tools.

paper-repo

Deep learning paper repo.

Image-Retrieval-IFP

jstore

Simple, fast jpeg data storage. Designed to work well with SGD.

Spatial-transform-Network-coupled-with-Active-shape-model

upcoming-conferences

List of upcoming conferences

C3D

C3D is a modified version of BVLC caffe to support 3D ConvNets.

DIGITS

Deep GPU Training System

pylearn2

A Machine Learning library based on Theano

tutorials

A series of machine learning tutorials for Torch7