February 01, 2018

Developer Spotlight: Benjamin Kyan

Developers are the heart of Algorithmia's marketplace: every day, you create and share amazing algorithms, build upon and remix each others' work, and provide critical feedback which helps us to improve as a service. Thanks to you, we have over 4500 algorithms and 60,000 individuals working...

January 25, 2018

Racial Bias in Facial Recognition Software

We've all heard about racial bias in artificial intelligence via the media, whether it's found in recidivism software or object detection that mislabels African American people as Gorillas. Due to the increase in the media attention, people have grown more aware that implicit bias occurring in...

January 18, 2018

Understanding Facial Recognition Through OpenFace

Facial Recognition at NIST

Facial recognition has become an increasingly ubiquitous part of our lives.

Today smartphones use facial recognition for access control while animated movies such as Avatar use it to bring realistic movement and expression to life. Police surveillance cameras use...

January 10, 2018

Extending Alexa's AI with Algorithmia Microservices

Amazon reports that there are now "tens of millions" of Alexa-enabled devices in use, from the compact Echo Dot to the revamped Alexa-enabled Fire Stick and Kindle. Voice-enabled devices are hotter than ever, but would be nearly useless without the wide variety of external services they rely on....

January 03, 2018

Introduction to Serverless Microservices

It used to be that the big eat the small -- today the fast beat the slow. Fast teams keep their talent engaged, ship faster, and beat the competition to market. Microservices let you increase your engineering speed and agility.

Using microservices allowed SoundCloud to reduce a standard release...

December 21, 2017

Advanced Image Manipulation and Data Extraction

A good image editor has a wide variety of features, from simple resizing to advanced photo manipulation. A good software platform needs similar tools as well, and when run in a scalable serverless environment, can include a variety of powerful image-transformation and data-extraction algorithms...

December 13, 2017

Bringing AI to your Workflow without Code: Stamplay adds Algorithmia

Automatically follow every Twitter user who speaks well of your product. Monitor Stripe purchases and pre-order products to meet expected demand. Reblog every cute kitten photo sent to your GMail.

What would you do if you could connect any service in the world with any other service, and harness...

December 04, 2017

Getting Started with Algorithmia in Spark

Apache Spark is one of the most useful tools for large scale data processing. It allows for data ingestion, aggregation, analysis and more on massive amounts of data and has been widely adopted by data engineers and other professionals.

With Spark Streaming and Spark SQL you can perform ETL...

November 27, 2017

Advanced grammar and Natural Language Processing with Syntaxnet

Lets play a game: can you tell the difference between these two sentences?

"Most of the time, travellers worry about their luggage."

"Most of the time travellers worry about their luggage."

Whoa, remove the comma and all of a sudden we're having an entirely different conversation!

The little...

November 16, 2017

DevOps for AI - The AI Layer

When Google's Gradient Ventures invested in us, they did so with an understanding that it is incredibly hard to deploy AI/ML infrastructure -- and that every dev team is going to need to solve this problem.
Our solution, the AI Layer, is the best-in-class architecture.As our co-founder, Kenny...
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