Peng Xu (徐鹏)'s repositories
hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
gluon-cv
Gluon CV Toolkit
ImageNet-Bounding-Box-Crop-Tool
A python script to automate cropping images from the ImageNet dataset using the bounding box annotations
DeepEmbeddingModel_ZSL-Pytorch
Pytorch code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning
hypertools-paper-notebooks
Supporting notebooks and data from hypertools paper
bitcoin
Bitcoin Core integration/staging tree
iteration_algorithm_4_GroupL1Norm
Programming implement for "A Brief Tutorial on Group ℓ1-norm"
sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
sketch-parse
Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
github
GitHub 漫游指南- a Chinese ebook on how to build a good build on Github. Explore the users' behavior. Find some thing interest.
SpectralNet
Deep network that performs spectral clustering
bresenham
An implementation of Bresenham's line drawing algorithm
generative-adversarial-networks
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
svg_parser
Parse the path for sketch from .svg files. Convert .svg file into coordinate sequences and .png files.
blockchain
区块链 - 中文资源
rl-multishot-reid
Multi-shot Pedestrian Re-identification via Sequential Decision Making (CVPR2018)
tf-CNN-CASIA-HWDB
A tensorflow implementation of recognition of handwritten Chinese characters.
FlappyBirdRL
Flappy Bird hack using Reinforcement Learning
tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow
blockchain-1
A demo of bitcoin implements with pure python
visual_genome_python_driver
A python wrapper for the Visual Genome API
ECO
Matlab implementation of the ECO tracker.
dcgan
A Tensorflow Implementation of "Deep Convolutional Generative Adversarial Networks" - (EASY to READ)
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.