Zengming(Zack) Shen's repositories
caffe-stn
Spatial Transformer Network Implementation in Caffe
caffe-windows
Configure Caffe in one hour for Windows users.
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
Deep-Lab
Deep-Lab combines CNN with CRF. It's built on top of caffe
dentistdataconv
Python script for converting dentist volume data to better documented formats
learning-to-read
Image caption generation to diagnose chest x-rays using dataset of images and reports
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
med2image
Converts medical images to more displayable formats, e.g. NIfTI to jpg.
parismi
Pipeline for 3D segmentation and analysis of biological sample images
pascal-voc-python
Repository for reading Pascal VOC data in Python, rather than requiring MATLAB to read the XML files.
Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
recurrent-spatial-transformer-code
Code for Recurrent Spatial Transformer Networks
sketch-rnn
Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow
spatial-transformer-tensorflow
Tensorflow Implementation of Spatial Transformer Networks
svae
code for Structured Variational Autoencoders
TCDCN-face-alignment
Matlab implementation of facial landmark detection by deep multi-task learning
TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
tensorflow-vgg
Re-implementation of VGG Network in tensorflow
uiucthesis2014
LaTeX template for UIUC thesis files
voxnet
3D/Volumetric Convolutional Neural Networks with Theano+Lasagne
write-rnn-tensorflow
Generative Handwriting using LSTM Mixture Density Network with TensorFlow