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GÜNCEL: https://docs.google.com/document/d/1mOC-L8aW6JB9itMVPX7W_QMVFshZ97_2Ffq6bPb-SBE/edit#

Video Surveillance

Deep Learning, ML, General Learning

Görsel Ayrıntı
Deep Learning ...
Using neural networks to build an automatic number plate recognition system https://github.com/matthewearl/deep-anpr http://matthewearl.github.io/2016/05/06/cnn-anpr/
Real Solutions, Artificial Intelligence https://www.clarifai.com/
dl-setup Instructions for setting up the software on your deep learning machine https://github.com/saiprashanths/dl-setup
Deep learning driven jazz generation using Keras & Theano! http://deepjazz.io https://github.com/jisungk/deepjazz
Google Visioner CLI Automatically rename your pictures using Google Vision API and metadata: https://github.com/berpj/visioner-cli, CLOUD VISION API BETA Derive insight from images with our powerful Cloud Vision API, Realtime People Counter with Google's Cloud Vision API and RxJava
Matlab Deprecate: 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: https://github.com/rasmusbergpalm/DeepLearnToolbox
Visual Search at Pinterest: http://www.kevinjing.com/visual_search_at_pinterest.pdf
Database An awesome list of high-quality open datasets in public domains (on-going): https://github.com/caesar0301/awesome-public-datasets
Tecrübe Organizing My Emails With A Neural Net: https://github.com/andreykurenkov/emailinsight, http://www.andreykurenkov.com/writing/organizing-my-emails-with-a-neural-net/
Tecrübe: text classify Text classification service based on Redis. Built on top of Tornado and React.js: https://github.com/fatiherikli/klassify,
Torch Torch is the main package in Torch7 where data structures for multi-dimensional tensors and mathematical operations over these are defined. Additionally, it provides many utilities for accessing files, serializing objects of arbitrary types and other useful utilities: https://github.com/torch/torch7/
Keras Tool Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow. https://github.com/fchollet/keras, http://keras.io/
tflearn Deep learning library featuring a higher-level API for TensorFlow. https://github.com/tflearn/tflearn, http://tflearn.org, http://tflearn.org/examples/
Playground TF [Play with neural networks! https://github.com/tensorflow/playground http://playground.tensorflow.org
Lasagne Lightweight library to build and train neural networks in Theano: https://github.com/Lasagne/Lasagne, http://lasagne.readthedocs.org/, Recipes, Examples, Demos
Theano Tool 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: http://github.com/Theano/Theano, http://www.deeplearning.net/software/theano
Tartışma What is the difference between the classical artificial neural network and the new deep learning generation?
Magazin 10 Breakthrough Technologies- 2013
Derleme https://github.com/19/engiz/issues/4
Magazin Google Puts Its Virtual Brain Technology to Work, A powerful new approach to artificial intelligence is ready to improve many Google products.
YOK A flexible framework of neural networks for deep learning http://chainer.org, https://github.com/pfnet/chainer
Sequence to Sequence Learning Model, Demo: MUSICO Chat Bot, A Simple Question-Answering System
YOK Face recognition with deep neural networks: http://cmusatyalab.github.io/openface/, https://github.com/cmusatyalab/openface
Caffe: a fast open framework for deep learning: https://github.com/BVLC/caffe, http://caffe.berkeleyvision.org, [Demo](http://demo.caffe.berkeleyvision.org/classify_url?imageurl=http%3A%2F%2Fi.telegraph.co.uk%2Fmultimedia%2Farchive%2F02351%2Fcross-eyed-cat_2351472k.jpg>
Recurrent Neural Network captions your images: https://github.com/karpathy/neuraltalk2
YOK Github, https://github.com/google/skflow, http://www.tensorflow.org/, manuscript, blog girdisi
Neural style in TensorFlow https://github.com/anishathalye/neural-style, http://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/
Notebook example of how to generate class visualizations with Caffe https://github.com/auduno/deepdraw
YOK Adversarial networks in TensorFlow
, Turn your two-bit doodles into fine artworks with deep neural networks! An implementation of Semantic Style Transfer: https://github.com/alexjc/neural-doodle
A deep Q learning demonstration using Google Tensorflow
YOK http://deeplearning.net/
YOK https://github.com/Samsung/veles
YOK https://github.com/hangtwenty/dive-into-machine-learning
YOK https://github.com/Microsoft/DMTK
YOK https://github.com/dmlc/mxnet
YOK Open Machine Intelligence Framework: https://github.com/autumnai/leaf, Examples
YOK ConvNetJS: Deep Learning in your browser: http://cs.stanford.edu/people/karpathy/convnetjs/
Deep Visual-Semantic Alignments for Generating Image Descriptions: http://cs.stanford.edu/people/karpathy/deepimagesent/
Implementation of "Action-Conditional Video Prediction using Deep Networks in Atari Games": https://github.com/junhyukoh/nips2015-action-conditional-video-prediction, https://sites.google.com/a/umich.edu/junhyuk-oh/action-conditional-video-prediction
Open, Networked Machine Learning: http://www.openml.org/, Python API
General learning ...
YOK [Resources for Machine Learning in Ruby)(https://gist.github.com/gbuesing/865b814d312f46775cda)
YOK Sentiment Analysis in Python with TextBlob https://github.com/shekhargulati/52-technologies-in-2016/blob/master/11-textblob/README.md
YOK Official github repository for Fast Artificial Neural Network Library (FANN): https://github.com/libfann/fann
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks: https://github.com/ShaoqingRen/faster_rcnn, Sunum, Makale
Facebook AI Research: DeepFace: Closing the Gap to Human-Level Performance in Face Verification, Makale, Facebook Launches Advanced AI Effort to Find Meaning in Your Posts
Yok Anthelion is a plugin for Apache Nutch to crawl semantic annotations within HTML pages: https://labs.yahoo.com/publications/6702/focused-crawling-structured-data, https://github.com/yahoo/anthelion
Yok Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch: https://github.com/karpathy/char-rnn, http://karpathy.github.io/2015/05/21/rnn-effectiveness/
Yok Bayesian classifier for medical diagnosis on the Cleveland heart disease set.https://github.com/Sirupsen/medical-diagnosis

Statistics

Hardware

Kinect,

Blog, Tools

Etc

Image Processing & Matlab | OpenCV | Python

Image Processing

DIP

General

GUI

Diğer

Matlab kurulum on Ubuntu: https://github.com/19ceng/ev/issues/22#matlab-kurulum-on-ubuntu