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leo-zhou's Projects

cudamat icon cudamat

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

cvpr15deepcompare icon cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

deeplearntoolbox icon deeplearntoolbox

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.

deepviz icon deepviz

Visualization tools for deep convolutional networks

dense_feat icon dense_feat

package for dense color histogram and dense SIFT feature extraction

doc2vec icon doc2vec

Tutorial and review of word2vec / doc2vec

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

fooling icon fooling

Code base for "Deep Neural Networks are Easily Fooled" CVPR 2015 paper

framework icon framework

Machine learning, computer vision, statistics and general scientific computing for .NET

javaplex icon javaplex

Persistent Homology and Topological Data Analysis Library

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

kgraph icon kgraph

A library for k-nearest neighbor search

midfilter_reid icon midfilter_reid

Matlab code for our CVPR 2014 work on learning mid-level filters for person re-identification

mlclass icon mlclass

Python code for Machine Learning course from Coursera

mxnet icon mxnet

Efficient and Flexible Distributed Deep Learning Framework, for python, R, Julia and more

netscope icon netscope

Neural network topology visualization tool.

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