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george-zhu's Projects

ccv icon ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

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.

face3d icon face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

mdp_tracking icon mdp_tracking

Learning to Track: Online Multi-Object Tracking by Decision Making

nn_playground icon nn_playground

Experimental keras implementation of novel neural network structures

objectness icon objectness

BING Objectness proposal estimator linux/mac/windows version implementation, runs at 1000 FPS. More in http://mmcheng.net/bing/

opentracker icon opentracker

Real-time C++ ECO tracker etc. speed-up by SSE/NEON, support Linux, Mac, Jestson TX1/2, raspberry pi

person_search icon person_search

Joint Detection and Identification Feature Learning for Person Search

prml icon prml

Pattern recognition and machine learning toolbox

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

salience_reid icon salience_reid

MATLAB package for CVPR 13 paper "R. Zhao, W. Ouyang, and X. Wang. Unsupervised Salience Learning for Person Re-identification. In CVPR 2013."

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