chhshen

pedestrian-detection

Pedestrian detection

Hashing-on-Nonlinear-Manifolds

Matlab code for "Hashing on Nonlinear Manifolds"

Grassmann

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

SDCut

A Fast Semidefinite Approach to Solving Binary Quadratic Problems

PartTracking

Binary code for "Part-based Visual Tracking with Online Latent Structural Learning"

face-alignment

Face alignment in 3000 FPS

KernelTracking

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

matconvnet

MatConvNet: CNNs for MATLAB

MDPM

Mid-level Deep Pattern Mining

MTCNN_face_detection_alignment

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

rcnn-depth

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

vowpal_wabbit

John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

zshuery

Minimal zsh framework. jQuery did this for JS, we're doing it for zsh

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

cshen.github.io

Personal webpage

cxxnet

fast, concise, distributed deep learning framework

DiscretHashing

facenet

Tensorflow implementation of the FaceNet face recognizer

macbook-setup

Script to setup my personal M1 Macbook

mshadow

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

openface

Face recognition with Google's FaceNet deep neural network.

osx-bootstrap

Sets up an OSX machine with a dev environment.

purine2

Purified Purine.

pva-faster-rcnn

Demo code for PVANet

SDP-WLDA

Code for the paper "Worst-Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems"

shc

Shell script compiler

tmux-config

:green_book: Example tmux configuration - screen + vim key-bindings, system stat, cpu load bar.