chhshen Goto Github PK

3dvideos2stereo

Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

caffe

Ristretto: Caffe-based approximation of convolutional neural networks.

cnn-compression-performance

A python script that automatise the training of a CNN using caffe API, compress it through ristretto plugin, and compare the performance of the two networks

consolas-font-for-powerline

powerline is a nice vim plugin, consolas is a nice font under windows, in order to use consolas in putty or securecrt to work with powerline, the font must be patched

cshen.github.io

Personal webpage

cudalbfgs

This is a cross-platform, CUDA-based C++ library for general-purpose, unconstrained nonlinear optimization on the GPU. It implements the L-BFGS (“Limited-memory Broyden-Fletcher-Goldfarb-Shanno“) method, a popular Quasi-Newton variant with a low memory footprint.

cxxnet

fast, concise, distributed deep learning framework

dct-tracking

Matlab code for the paper "Incremental learning of 3D-DCT compact representations for robust visual tracking. X. Li, A. Dick, C. Shen, A. van den Hengel, H. Wang. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013."

discrethashing

face-alignment

Face alignment in 3000 FPS

facenet

Tensorflow implementation of the FaceNet face recognizer

fblualib

Facebook libraries and utilities for Lua

grassmann

Code for "Dictionary learning and sparse coding on Grassmann manifolds: an extrinsic solution" ICCV 2013

gslic

gSLIC is an GPU implementation of Simple Iterative Linear Clustering (SLIC) superpixel segmentation algorithm.

hashing-on-nonlinear-manifolds

Matlab code for "Hashing on Nonlinear Manifolds"

intrinsic

Code for Bell et al, "Intrinsic Images in the Wild", SIGGRAPH 2014.

ionic-site

Repo for the ionicframework.com site

kerneltracking

Code for the paper "Generalized Kernel-Based Visual Tracking", 2010, IEEE Trans. Cir. and Sys. for Video Technol.

latexindent.pl

Perl script to indent latex files

lbp

C++ implementation of the Local Binary Pattern texture descriptors. This class integrates with OpenCV and FFTW3 to bring a complete and fast implementation of the popular descriptors: LBP u2, ri, riu2 & hf. The routines for calculating these descriptors are inspired by the Matlab code of the original authors.

lubyk

Open source patcher for multimedia projects: glue all this midi, DMX, neural networks, opengl stuff into a fast C++ core with Lua scriptable objects.

macbook-setup

Script to setup my personal M1 Macbook

mat2d3

matconvnet

MatConvNet: CNNs for MATLAB

mdpm

Mid-level Deep Pattern Mining

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

mtcnn_face_detection_alignment

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

openface

Face recognition with Google's FaceNet deep neural network.

osx-bootstrap

Sets up an OSX machine with a dev environment.