zhangxd12 Goto Github PK

followers: 7.0 following: 10.0 repos: 40.0 gists: 0.0

Name: Xiaode Zhang

Type: User

Company: Tsinghua University

Location: Beijing

Xiaode Zhang's Projects

caffe

Caffe: a fast open framework for deep learning.

caffe-fcn

Run Long and Shelhamer's FCN image segmentation network using Caffe

caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

cifar-pytorch

train CIFAR10 dataset with PyTorch(0.4.0)

compcar_analysis

Source code of some classification experiments evaluated on the newly published vehicle dataset CompCar

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

im2markup

Neural model for converting Image-to-Markup (by Yuntian Deng github.com/da03)

lfw_face_recognition_svm_ensemble

LFW face recognition with svm and some ensemble methods,including Adaboost, Random Forest, Boosting, Voting and so on. PCA is used to extract features. Implemented with scikit-learn

lidc_nodule_detection

lidc nodule detection with CNN and LSTM network

linuxprogramming

basic knowledge and some advanced topics about Linux Programming

pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

The implement of the PrefixTreeESpan algorithm in paper "Lei Zou, Yansheng Lu, Huaming Zhang, Rong Hu: PrefixTreeESpan: A Pattern Growth Algorithm for Mining Embedded Subtrees. WISE 2006: 499-505." to mine frequent embedded substructure.