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Illustration: Aïda Amer/Axios

Snap Inc. has launched an initiative to redesign its core camera technology to make it better able to capture a wide range of skin tones, the company tells Axios.

Why it matters: Around 5 billion pictures are taken using Snapchat's camera each day. Those images form the starting point for how many people see themselves, their friends and their world.

Historically, the chemical processes behind film development used light skin as its chemical baseline — basically optimizing for whiteness, a legacy that continues today, says Snap engineer Bertrand Saint-Preux.

  • "The camera is, in fact, racist," Saint-Preux said.

Between the lines: Film cameras eventually got better at exposing for darker tones, but not as part of a concerted effort to make things more equitable for people. Rather, it was complaints from chocolate makers and photographers shooting other dark subjects that pushed the industry to do better.

  • The early days of digital photography were similarly fraught. Some HP webcams, as well as Microsoft's Kinect, promised the ability to detect faces, but had trouble doing so with people of darker skin tones.
  • Technology, though, has made strides in recent years that should aid the effort, including high dynamic range and the ability to fuse multiple captures to create a single image.

For Snapchat, the "inclusive camera" effort is broader than just capturing dark skin as well as light skin. It means identifying and removing biased assumptions (e.g. that smaller, thinner noses are better) when automatically adjusting people's appearance.

  • The company still wants people to have flexibility, but wants to make a high-quality true image the starting point and then put the controls in the hands of the individual.
  • The companywide effort started with a presentation made to top executives by Saint-Preux last summer in the wake of the George Floyd protests.

How it works: Snap is working with several noted directors of photography from the film industry to learn techniques they use to best capture actors with darker skin tones. Among the projects that are in development or testing:

  • Developing techniques to adjust images after they have been captured, such as correcting brightness and exposure to create a more balanced image.
  • Improving the selfie camera’s ability to capture low light by making adjustments to the front flash. So, for example, if someone was taking a selfie in a dark room, the display would use the right type of lightwaves to properly illuminate their skin tone.
  • Another key area involves machine learning systems and how those systems are optimized. If you tell a computer to optimize for the best average result in photos — which is what many algorithms do — it will make most people appear better and not worry if some people at the margins have a poor result.
  • On the flip side, if you focus on getting the quality of everyone's image above a certain threshold, you will produce a more equitable result.

Yes, but: Snap readily acknowledges its track record is far from perfect. This is the same company that released a digital blackface Bob Marley feature for 4/20 several years ago, and just last year had to apologize for a Juneteenth filter that asked subjects to "smile" while they break free from chains.

  • "We are very mindful of our past mistakes and are applying what we've learned to all of our efforts to build more inclusive design processes, systems and products," Snap told me.

What's next: Snap is working on a variety of efforts that will take longer to bring to market. One part is expanding the inclusive camera effort to other groups, such as ensuring that those with glasses or other assistive aids can fully use the company's filters.

  • Snap is also looking for how it might enable outside developers and partners to take advantage of the tools it is creating internally.

Go deeper

The states ending federal pandemic unemployment benefits early

Protesters demand senators support the continuation of unemployment benefits on July 16, 2020 in Miami Springs, Florida. Photo: Joe Raedle/Getty Images

At least 12 Republican-led states have announced they are terminating their involvement in federal pandemic-related unemployment programs early.

Driving the news: Many of the states' governors cited worker shortages. But some experts say it's the job climate, including pandemic-era factors, and not unemployment benefits that is determining when and how people return to work.

Elon Musk suspends Tesla purchases with bitcoin

Elon Musk. Photo: Liesa Johannssen-Koppitz/Bloomberg via Getty Images

Consumers can no longer buy Tesla vehicles with bitcoin, CEO Elon Musk announced on Twitter Wednesday.

What he's saying: Musk cited the environmental concerns associated with bitcoin — the cryptocurrency has a massive carbon footprint — as his reasoning behind Wednesday's decision.

Bryan Walsh, author of Future
1 hour ago - Science

The cicadas are a preview of a buggy future

Illustration: Annelise Capossela/Axios

Trillions of Brood X cicadas are now emerging throughout parts of the mid-Atlantic and Midwestern U.S.

Why it matters: Most immediately, because they can be as loud as a Metallica show when they're singing in concert.

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