zizhang.wu's repositories
caffe-segnet
Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling
CarND-TensorFlow-Lab
TensorFlow Lab for Self-Driving Car ND
CarND-Vehicle-Detection
Monocular vehicle detection using SVM and Deep Learning classifiers
deep-residual-networks
Deep Residual Learning for Image Recognition
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
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.
FastMaskRCNN
Mask RCNN in TensorFlow
fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
igmm
Infinite Gaussian Mixture Model
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Objectness
BING Objectness proposal estimator linux/mac/windows version implementation, runs at 1000 FPS. More in http://mmcheng.net/bing/
pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
SalBenchmark
Salient Object Detection: A Benchmark
self-driving-car
Information about the Udacity open source self-driving car project
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'.
SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
tensorflow
Computation using data flow graphs for scalable machine learning
tomrunia.github.io
Personal website
train-CRF-RNN
Train CRF-RNN for Semantic Image Segmentation using Python
UFLDL-tutorial
Deep Learning and Unsupervised Feature Learning Tutorial Solutions