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ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-machine-learning

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

awesome-people-in-computer-vision

bigdl

BigDL: Distributed Deep Learning Library for Apache Spark

caffe-deconvnet

A deconvolutional network in caffe

cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

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.

deepproposal

code for DeepProposal paper presented in ICCV 2015

edges

Structured Edge Detection Toolbox

fast-rcnn

Fast R-CNN

fcn.berkeleyvision.org

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

feature-visualization

tensorflow example of visualizing features from a convnet

learn-python3

Learn Python 3 Sample Code

leetcode

(229 / 280) [中文|English] Solutions and notes of LEETCODE using C++/Java/Python/Sql/Shell Script.

machinelearning

matconvnet

MatConvNet: CNNs for MATLAB

models

Models built with TensorFlow

opencvsharp

.NET Framework wrapper for OpenCV

patch-detection-in-image

Research project on score matching method for patch detection in images

potato-cv

Potato-CV is for programmer. It's brief and. emmm.... very potato. hahahha

pyspider

A Powerful Spider(Web Crawler) System in Python.

qix

Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

selective_search_ijcv_with_python

Simple Python script to compute Selective Search proposals in Matlab.

show_attend_and_tell.tensorflow

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tensorflow

An Open Source Machine Learning Framework for Everyone

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.