Gefu Tang

ranking. Learning to Rank in TensorFlow

tencent-ml-images. Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

fabric. Simple, Pythonic remote execution and deployment.

dataset. The Open Images dataset

elasticsearch-definitive-guide. 欢迎加QQ群：109764489，贡献力量！

awesome-cbir-papers. 📝Awesome and classical image retrieval papers

pix2pix-tensorflow. Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

skip-thoughts. Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

TF-mRNN. Re-implementation of the m-RNN model using TensorFLow

SNNs. Tutorials and implementations for "Self-normalizing networks"

TinyGoogle. A search web app built by Flask and Google CSE

awesome-deep-vision-web-demo. A curated list of awesome deep vision web demo

adversarial-frcnn. A-Fast-RCNN (CVPR 2017)

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

word2vec-api. Simple web service providing a word embedding model

text-to-image. Text to image synthesis using thought vectors

neural-summary-tensorflow. In progress

NAMAS. Neural Attention Model for Abstractive Summarization

deep-learning-keras-tensorflow. Introduction to Deep Neural Networks with Keras and Tensorflow

awesome-deep-learning-papers. The most cited deep learning papers

py-faster-rcnn. Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

exif-orientation-examples. Example images for the various EXIF orientation flags, in both landscape and portrait orientation.

Neural-Dialogue-Generation. Lua

SeqGAN. Implementation of Sequence Generative Adversarial Nets with Policy Gradient

improved-gan. Code for the paper "Improved Techniques for Training GANs"

InfoGAN. Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

DCGAN-tensorflow. A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

generative-models. Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

sequence_gan. Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

WassersteinGAN. Python

ac-gan. A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

tensorflow-101. learn code with tensorflow

AdversarialNetsPapers. Awesome paper list with code about generative adversarial nets

imagehash. A Python Perceptual Image Hashing Module

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

Faster-RCNN_TF. Faster-RCNN in Tensorflow

dynet. DyNet: The Dynamic Neural Network Toolkit

caffe. Caffe: a fast open framework for deep learning.

Face-Resources.

ganhacks. starter from "How to Train a GAN?" at NIPS2016

DQN-tensorflow. Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

awesome-deep-vision. A curated list of deep learning resources for computer vision

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

MTCNN_face_detection_alignment. Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

pix2pix. Image-to-image translation with conditional adversarial nets

facenet. Face recognition using Tensorflow

DeepLearningFlappyBird. Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

miles-deep. Deep Learning Porn Video Classifier/Editor with Caffe

DeepMind-Atari-Deep-Q-Learner. The original code from the DeepMind article + my tweaks

biaxial-rnn-music-composition. A recurrent neural network designed to generate classical music.

speech-to-text-wavenet. Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

openface. Face recognition with deep neural networks.

neural-style. Torch implementation of neural style algorithm

neural-storyteller. A recurrent neural network for generating little stories about images

open_nsfw. Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

image-analogies. Generate image analogies using neural matching and blending.

colornet. Neural Network to colorize grayscale images

neural-doodle. Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

srez. Image super-resolution through deep learning

File-Based-ITQ. File Based ITQ example for LSHBOX

cnn-text-classification-tf. Convolutional Neural Network for Text Classification in Tensorflow

magenta. Magenta: Music and Art Generation with Machine Intelligence

awesome-functional-python. A curated list of awesome things related to functional programming in Python.

wordvectors. Pre-trained word vectors of 30+ languages

convnetjs. Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cppcheck. static analysis of C/C++ code

opencv-2-cookbook-src. 《OpenCV 2 计算机视觉编程手册》 配套代码，支持 OpenCV 3.x / 4.x

reedsolomon. ⏳🛡 Pythonic universal errors-and-erasures Reed-Solomon codec to protect your data from errors and bitrot. Includes a future-proof zero-dependencies pure-python implementation 🔮 and an optional speed-optimized Cython/C extension 🚀

SentenceOrdering_PTR. Sentence ordering using pointer network

neuraltalk. NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

awesome-rnn. Recurrent Neural Network - A curated list of resources dedicated to RNN

yolo_tensorflow. Tensorflow implementation of YOLO, including training and test phase.

write-rnn-tensorflow. Generative Handwriting using LSTM Mixture Density Network with TensorFlow

fast-neural-style.tf. Feed-forward neural network for real-time artistic style transfer

models. Models and examples built with TensorFlow

theano_lstm. :microscope: Nano size Theano LSTM module

latent-noise-icnm. Code for CVPR 2016 paper on Learning from Noisy Labels

noisy_label. Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"

char-rnn-tensorflow. Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

gensim. Topic Modelling for Humans

skflow. Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

awesome-tensorflow. TensorFlow - A curated list of dedicated resources http://tensorflow.org

neural-style. Neural style in TensorFlow! 🎨

caffe-tensorflow. Caffe models in TensorFlow

tflearn. Deep learning library featuring a higher-level API for TensorFlow.

TensorFlow-Examples. TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

caffe-cvprw15. :heart::coffee: Deep Learning of Binary Hash Codes for Fast Image Retrieval (CVPRW15)

LSHBOX. A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

keras. Deep Learning for humans

cnn-for-image-retrieval. :sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

matconvnet. MatConvNet: CNNs for MATLAB

python-qrcode. Python QR Code image generator

Reed-Solomon. Proof of concept on how to implement the Reed Solomon class of error correcting codes in Python

pylsd. python bindings for LSD - Line Segment Detector.

pyflann. python bindings for FLANN - Fast Library for Approximate Nearest Neighbors.

pyzernikemoment. A python module to find the Zernike moments for an N x N binary ROI.

pyprogressbar. A progress bar control for python.

libqrencode. A fast and compact QR Code encoding library

jieba. 结巴中文分词

pytesseract. A Python wrapper for Google Tesseract

tesseract. Tesseract Open Source OCR Engine (main repository)

caffe. Caffe: a fast open framework for deep learning.

tensorflow. An Open Source Machine Learning Framework for Everyone

neuralart. An implementation of the paper 'A Neural Algorithm of Artistic Style'.

LintCode. 📝 C++11 Solutions of All 289 LintCode Problems (No More Updates)

scikit-learn. scikit-learn: machine learning in Python

mrjob. Run MapReduce jobs on Hadoop or Amazon Web Services

machinelearninginaction. Source Code for the book: Machine Learning in Action published by Manning

flann. Fast Library for Approximate Nearest Neighbors

vlfeat. An open library of computer vision algorithms

gtest. Waf build scripts for Google C++ Testing Framework

PG_BOW_DEMO. Image Classification using Bag of Words and Spatial Pyramid BoW

latex-moderncv. My latex resume using the moderncv template

CV. My CV in both LaTeX & web/ajax formats

DeepLearningTutorials. Deep Learning Tutorial notes and code. See the wiki for more info.

bootstrap. The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

python. python is all you need !

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.

boost. Use https://github.com/boostorg/boost

opencv. Open Source Computer Vision Library

LSD-OpenCV-MATLAB. Line Segment Detector for OpenCV, MATLAB, and Python.

Minimal-Convex-Polygon. Minimum Convex Polygon which Containing All the Points - just for MATLAB.

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python. An opinionated list of Python frameworks, libraries, tools, and resources

awesome-cpp. A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

sparsenet-win. Sparse Coding Simulation Software for Windows.