November 28, 2016

An Open Source AWS AMI for Training Style Transfer Models

Create Your Own Style Transfer Model

Warning: The underlying repository isn't working anymore. The training process is broken until further notice. Sorry for the inconvenience.

Second Warning: Don't forget to terminate your EC2 instance after you're done. You still get billed for the instance...

November 28, 2016

Getting Started with Neural Style Transfer from the Command Line

Want a fun way to quickly convert photos and images into the style of masterpiece paintings and drawings?

The deep learning technique called style transfer is a fun way of reimagining one image in the style of another.

November 24, 2016

Why Deep Learning Matters and What's Next for Artificial Intelligence

It’s almost impossible to escape the impact frontier technologies are having on everyday life.

At the core of this impact are the advancements of artificial intelligence, machine learning, and deep learning.

November 22, 2016

Emergent // Future: AI Chips, GPUs, and Machine Learning in the Cloud

Issue 32 This week is all about AI: Intel's new AI processor, OpenAI and Microsoft team up, Google brings GPUs to the cloud and invests in a Montreal AI research group.

November 22, 2016

How to Retrieve Tweets By Keyword and Identify Named Entities

Last week we introduced the named entity recognition algorithm for extracting and categorizing unstructured text.

In this post we'll show you how to get data from Twitter, clean it with some regex, and then run it through named entity recognition. With the output we get from the algorithm, we...

November 18, 2016

Bringing Deep Learning to the Cloud with Amazon EC2

If you're headed to AWS re:Invent 2016 in Las Vegas this year, be sure to catch our panel Bringing Deep Learning to the Cloud with Amazon EC2 (CMP314) on Thursday, December 1st at 2:30pm in the Sands Showroom at the Venetian.

November 17, 2016

Lessons Learned from Deploying Deep Learning at Scale

Deep learning is a machine learning technique used to solve complex problems related to image recognition, natural language processing, and more.

It requires both massive amounts of data and computational power

November 17, 2016

Deep Filter: Getting Started With Style Transfer

There's been a lot of interest lately in a deep learning technique called style transfer, which is the process of reimagining one image in the style of another.

It’s fun way to convert photos or images into the style of a masterpiece painting, drawing, etc. For instance, you could apply the...

November 15, 2016

Emergent // Future Weekly: Augmented Reality, Face Stealing, Snapchat Specs, AI, and more

Issue 31 This week we take a deep dive into augmented reality and try on Snapchat Spectacles, we learn how easy it is to steal your face with some cardboard glasses, and why Apple's working on their own Google Glass project. 

Plus, we check out Facebook's new photo filters, and what AI can and...

November 11, 2016

Using Named Entity Recognition to Categorize Text Data

Unstructured text content is rich with information, but it’s not always easy to find what's relevant to you.

With the enormous amount of data that comes from social media, email, blogs, news and academic articles, it becomes increasingly hard to extract, categorize, and learn from that...

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