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garrettc : machinelearning   55

Automated Keyword Extraction from Articles using NLP
"Conventional approaches of extracting keywords involve manual assignment of keywords based on the article content and the authors’ judgment. This involves a lot of time & effort and also may not be accurate in terms of selecting the appropriate keywords. With the emergence of Natural Language Processing (NLP), keyword extraction has evolved into being effective as well as efficient.

And in this article, we will combine the two — we’ll be applying NLP on a collection of articles (more on this below) to extract keywords."
programming  machinelearning  naturallanguageprocessing  data 
december 2018 by garrettc
A People's Guide to AI
"Systems that use artificial intelligence are quietly becoming present in more and more parts of our lives. But what does this technology really mean for people, both right now and in the future?"
guide  artificialintelligence  machinelearning  introduction  learning  education 
december 2018 by garrettc
Practical AI
A practical approach to learning machine learning with Python and notebooks.
python  machinelearning  artificialintelligence  notebook 
december 2018 by garrettc
Arbitrary Image Stylization in the Browser
"…an implementation of an arbitrary image stylization algorithm running purely in the browser using TensorFlow.js. As with all neural style transfer algorithms, a neural network attempts to "draw" one picture, the Content (usually a photograph), in the style of another, the Style (usually a painting)."
machinelearning  tensorflow  javascript 
november 2018 by garrettc
Cloud Natural Language
Analyze text using ML to extract relevant entities, understand the overall sentiment, identify parts of speech and create dependency parse trees.
api  google  text  machinelearning  language  analysis  tool 
june 2018 by garrettc
A Basic Lack of Understanding
How does artificial intelligence actually work, and what are its limitations?
artificialintelligence  machinelearning  programming  science  humanity  society 
april 2018 by garrettc
Letting neural networks be weird
"Machine learning algorithms are not like other computer programs. In the usual sort of programming, a human programmer tells the computer exactly what to do. In machine learning, the human programmer merely gives the algorithm the problem to be solved, and through trial-and-error the algorithm has to figure out how to solve it.


But it doesn’t always work well. Sometimes the programmer will think the algorithm is doing really well, only to look closer and discover it’s solved an entirely different problem from the one the programmer intended."
machinelearning  artificialintelligence  bugs  learning 
april 2018 by garrettc
pix2code: Generating Code from a Graphical User Interface Screenshot
"Transforming a graphical user interface screenshot created by a designer into computer code is a typical task conducted by a developer in order to build customized software, websites, and mobile applications. In this paper, we show that deep learning methods can be leveraged to train a model end-to-end to automatically generate code from a single input image with over 77% of accuracy for three different platforms (i.e. iOS, Android and web-based technologies)."
userinterface  machinelearning  deeplearning  automation  webdesign  appdesign  userexperience  research 
april 2018 by garrettc
Machine Learning for Kids
An educational tool for teaching kids about machine learning, by letting them train a computer to recognise text, pictures or numbers, and make things with it in Scratch.
education  children  machinelearning  interactive 
march 2018 by garrettc
Preparing for Malicious Uses of AI
"We've co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats."
future  security  artificialintelligence  machinelearning  threat 
february 2018 by garrettc
Family fun with deepfakes. Or how I got my wife onto the Tonight Show
"The deepfakes app is a deep learning algorithm that learns how to reconstruct faces. Give it a bunch of pictures, let it run a few hours, and it spits out fuzzy copies of those images. Do note, it doesn’t create a copy. It learns what a face looks like, in different expressions, and is able to output that face solely based on that."
deeplearning  neuralnetworks  machinelearning  fakery  video  imagery 
february 2018 by garrettc
Doxel - Artificial Intelligence for Construction Productivity - Doxel AI
Software that inspects quality and tracks progress so you can react in minutes, not months.
machinelearning  artificialintelligence  construction  robotics  robot 
january 2018 by garrettc
The Stanford Question Answering Dataset
"Stanford Question Answering Dataset (SQuAD) is a new reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage. With 100,000+ question-answer pairs on 500+ articles, SQuAD is significantly larger than previous reading comprehension datasets."
data  datascience  machinelearning  artificialintelligence  comprehension 
january 2018 by garrettc
Turning Design Mockups Into Code With Deep Learning
"In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup. Here's a quick overview of the process."
deeplearning  machinelearning  artificialintelligence  webdesign  webdevelopment  automation  mockup  html  css 
january 2018 by garrettc
Keras Documentation
"Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research."
machinelearning  neuralnetworks  deeplearning  python  programming 
january 2018 by garrettc
An open-source software library for Machine Intelligence
machinelearning  opensource  artificialintelligence  neuralnetworks  software  programming 
january 2018 by garrettc
Caffe is a deep learning framework made with expression, speed, and modularity in mind.
deeplearning  framework  machinelearning  software  artificialintelligence  neuralnetworks  programming 
january 2018 by garrettc
Fabrik visual neural net builder
Collaboratively build, visualize, and design neural nets in browser.
neuralnetworks  machinelearning  programming  webdevelopment 
january 2018 by garrettc
Every single Machine Learning course on the internet, ranked by your reviews
"For this guide, I spent a dozen hours trying to identify every online machine learning course offered as of May 2017, extracting key bits of information from their syllabi and reviews, and compiling their ratings. My end goal was to identify the three best courses available and present them to you, below."
mooc  online  learning  education  machinelearning  datascience 
november 2017 by garrettc
Feature Visualization
How neural networks build up their understanding of images
deeplearning  machinelearning  visualisation  neuralnetworks  google  science  computing 
november 2017 by garrettc
Neural network image super-resolution and enhancement
Free online image upscale and JPEG artifact removal using netural networks. Image superresolution and image enhancement online.
photography  image  neuralnetworks  machinelearning 
november 2017 by garrettc
A New Lightweight, Modular, and Scalable Deep Learning Framework
machinelearning  artificialintelligence  deeplearning  python  c++ 
november 2017 by garrettc
Fooling Neural Networks in the Physical World with 3D Adversarial Objects
We've developed an approach to generate 3D adversarial objects that reliably fool neural networks in the real world, no matter how the objects are looked at.
machinelearning  artificialintelligence  3dprinting  technology 
november 2017 by garrettc
prosthetic knowledge
Progressive Growing of GANs for Improved Quality,...
art  machinelearning  artificialintelligence  generator  gan 
november 2017 by garrettc
The Juvet Agenda
Artificial intelligence? It’s complicated. It’s the here and now of hyper-efficient algorithms, but it’s also the heady possibility of sentient systems.
artificialintelligence  society  machinelearning  designthinking 
october 2017 by garrettc
AI Experiments
A showcase for simple experiments that make it easier for anyone to start exploring machine learning, through pictures, drawings, language, music, and more.
demo  research  artificialintelligence  machinelearning  google 
october 2017 by garrettc
What is AI? Not even the experts agree on the answer
I get bored with folks who don't understand my field of study too - 'Stop pretending you really know what AI is...'
machinelearning  artificialintelligence  software  business  technology 
september 2017 by garrettc
Use your conversations, support tickets, and other communication to automatically build an enterprise knowledge base. SkipFlag autonomously answers questions in Slack, Jira, and Zendesk by understanding the topics, people, and facts within your company.
data  zendesk  business  slack  machinelearning  support 
august 2017 by garrettc
A Beginner’s Guide to AI/ML 🤖👶 – Machine Learning for Humans – Medium
The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world examples.
machinelearning  datascience  neuralnetworks  programming  artificialintelligence 
august 2017 by garrettc
Google is using AI to create stunning landscape photos using Street View imagery
Google’s latest artificial intelligence experiment is taking in Street View imagery from Google Maps and transforming it into professional-grade photography through post-processing — all without a...
google  photography  artificialintelligence  art  machinelearning 
july 2017 by garrettc
Thoughts on the UX of Bots
In the course of her research, Anne Cathrine Saarem asked me to answer several questions about user perceptions and interactions with bots. Here are my extended responses.
userexperience  userinterface  chat  chatui  chatbot  machinelearning  artificialintelligence 
june 2017 by garrettc
Design in the Era of the Algorithm
The design and presentation of data is just as important as the underlying algorithm. Algorithmic interfaces are a huge part of our future, and getting their design right is critical—and very, very hard to do.
design  future  machinelearning  artificialintelligence  designthinking 
june 2017 by garrettc
This app uses artificial intelligence to turn design mockups into source code
Designers might no longer have to rely on front-end developers to turn their user interface mockups into source code – courtesy of artificial intelligence.
webdevelopment  appdevelopment  machinelearning  business 
may 2017 by garrettc
xg - eyes gaze warping 2
Deep learning to change where eyes in a photo look.
demo  javascript  machinelearning  art 
april 2017 by garrettc
Think your job is safe from the robo-uprising? Think again
The position of specialised professionals is coming to an end - machine learning and AI is set to change it
artificialintelligence  machinelearning  business  creativity  future  designthinking 
december 2016 by garrettc
The ultimate guide to chatbots
Why they’re disrupting UX and best practices for building them.
bot  machinelearning  chat  chatui  slack 
november 2016 by garrettc
Moral Machine
A platform for public participation in and discussion of the human perspective on machine-made moral decisions
future  ethics  driving  machinelearning  artificialintelligence 
october 2016 by garrettc
"Training data, machine learning, and human-in-the-loop in a single, essential platform for data science teams."
artificialintelligence  machinelearning  crowdsourcing  data 
september 2016 by garrettc
H is for Hawk, MI is for Machine Intelligence
"Quotes from the excellent “H is for Hawk” by Helen MacDonald with “Hawk” replaced with “Machine Intelligence” “The world she lives in is not mine. Life is faster for her; time runs slower. Her eyes can follow the wingbeats of a bee as easily as ours follow the wingbeats of a bird. What is she seeing…"
animals  artificialintelligence  machinelearning  machineintelligence 
june 2016 by garrettc
A Visual Introduction to Machine Learning
What is machine learning? See how it works with our animated data visualization.
machinelearning  tutorial  d3  programming 
april 2016 by garrettc
TensorFlow for Poets
"I’m going to present a walk-through that takes you from a clean OS X laptop all the way to classifying your own categories of images."
machinelearning  deeplearning  docker  tutorial  tensorflow  artificialintelligence 
march 2016 by garrettc
"AlchemyAPI utilizes statistical natural language processing technology and machine learning algorithms to analyze your content, extracting semantic meta-data: information about people, places, companies, topics, languages, and more. "
api  datamining  language  machinelearning  semantics  semanticweb  metadata  tools 
may 2011 by garrettc
A New Theory of Awesomeness and Miracles, by James Bridle
Being NOTES and SLIDES on a talk given at PLAYFUL 09, concerning CHARLES BABBAGE, HEATH ROBINSON, MENACE and MAGE
history  presentation  science  machinelearning  education  fun  babbage 
september 2010 by garrettc
Dazzle Makeup
Make-up patterns to confuse facial recognition software. Reminiscent of (and inspired by) the WWI camouflage patterns for ships.
privacy  security  design  research  facialrecognition  machinelearning  computervision 
april 2010 by garrettc

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