indico Blog

Resources for exploring machine learning and data science

October 6, 2015

Posted by
Julie Nashawaty

Machine Learning So Easy, Even Your Cat Could Do It (Part 2): Text Tags

Using machine learning doesn’t have to involve hundreds of lines of crazy code, a math PhD, or a cat in a robe and a wizard hat. This is the second article in a series of completely non-technical posts exploring our APIs. Today, it's all about Text Tags.

September 23, 2015

Posted by
Slater Victoroff

What Even is Sentiment Analysis?

A quick introduction to sentiment analysis, and why you should be wary of accuracy benchmarks.

September 14, 2015

Posted by
Chris Lee

Writing an API with Tornado

Some of indico’s APIs can take some time to process and we won't let that slow us down. In this post, Chris shows how to get rolling with asynchronous, non-blocking I/O using Tornado.

September 8, 2015

Posted by
Luke Metz

Three Thought-Provoking Ideas from SIGGRAPH ’15

Last August, Alec Radford and Luke Metz had the pleasure of attending the SIGGRAPH 2015 conference in Los Angeles. Here are just three of the many thought-provoking ideas that were presented at the event.

September 2, 2015

Posted by
Ryan Louie

Neural Image Captioning for Mortals

Neural Image Captioning served up with a side of process and gratitude. Learn how you too can create a model that can automatically generate a description of a given scene in a photo.

August 25, 2015

Posted by
Luke Metz

Visualizing with t-SNE

Let's go beyond just classifying images of cats or dogs. Learn to identify subsets of these animals using cluster analysis with t-Distributed Stochastic Neighbor Embedding (t-SNE) and indico's Image Features API.

August 17, 2015

Posted by
Aidan McLaughlin

All the models. Such predictions. Wow.

indico has been pretty busy lately. Namely, we've doubled the number of tools we're providing and we've trained nearly a model a week for the past month and a bit. So, what's in the box?

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