Insights, tools and research to advance journalism

How Fusion is automating the process of collecting and tagging images from the 2016 election

Fusion

Fusion’s Political Image Machine captures every image the Republican and Democratic presidential candidates post on Facebook, Twitter and Instagram, a process that Fusion has automated. Fusion is using a product called Clarifai to assign automatic tags to the almost 70,000 images, which uses a deep learning algorithm and allows images to be added in real-time. Fusion has also made its full dataset from Political Image Machine available for those interested in digging deeper.

Read More

Need to Know newsletter

The smart way to start your day

Each morning we scour the web for fresh useful insights in our Need to Know newsletter. Sign up below.

The American Press Institute

Our mission

We help transform news organizations for an audience-centered future.

Our programs for publishers focus on four things:

  • 1. Understand your audience
  • 2. Get your audience to pay
  • 3. Transform your culture
  • 4. Do your best journalism
  • Find out more about API »

API solutions for publishers

What we can do for you

API offers a suite of original tools and services for solving the biggest challenges in news:

  • Decide what beats to cover and how
  • Identify and develop the skills you need
  • Assess and improve your culture
  • Drive more reader revenue
  • Drive loyalty through accountability journalism
  • Make analytics work for you
  • Contact us to find out how »