zizhang.wu's repositories
FastMaskRCNN
Mask RCNN in TensorFlow
CarND-Vehicle-Detection
Monocular vehicle detection using SVM and Deep Learning classifiers
fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
siggraph2016_colorization
Code for the paper 'Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification'.
deep-residual-networks
Deep Residual Learning for Image Recognition
openpilot
open source driving agent
self-driving-car
Information about the Udacity open source self-driving car project
CarND-TensorFlow-Lab
TensorFlow Lab for Self-Driving Car ND
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
caffe-segnet
Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling
tensorflow
Computation using data flow graphs for scalable machine learning
igmm
Infinite Gaussian Mixture Model
train-CRF-RNN
Train CRF-RNN for Semantic Image Segmentation using Python
tomrunia.github.io
Personal website
Objectness
BING Objectness proposal estimator linux/mac/windows version implementation, runs at 1000 FPS. More in http://mmcheng.net/bing/
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
SalBenchmark
Salient Object Detection: A Benchmark
PG_DEEP
demo of deep belief nets
convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
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.
UFLDL-tutorial
Deep Learning and Unsupervised Feature Learning Tutorial Solutions
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
rbm-mnist
C++ 11 implementation of Geoff Hinton's Deep Learning matlab code