Science & Space

Backyard Worlds: Cool Neighbors

A brown-dwarf hunt that turns infrared flipbooks into a human check on machine-picked leads.

Backyard Worlds: Cool Neighbors website homepage screenshot
Site Stumble field capture of Backyard Worlds: Cool Neighbors, reviewed September 21, 2026.

Backyard Worlds: Cool Neighbors turns WISE infrared image sequences into a focused citizen-science search for nearby brown dwarfs. Machine learning picks promising sky patches; people judge whether a faint dot really moves. The research, FAQ, and results pages keep the science readable even when fresh classification subjects are unavailable.

What is Backyard Worlds: Cool Neighbors?

Instead of serving random slices of the sky, Cool Neighbors centers each sequence on a brown-dwarf candidate selected by a neural-network pipeline. The human job is deliberately small and sharp: watch a short flipbook, decide whether a centered source appears to move, and separate genuine motion from detector noise, diffraction spikes, and other astronomical confetti. Zooniverse wraps that task in research notes, a detailed FAQ, Talk discussions, collections, and a results page. That last page says the project has examined roughly 100,000 ultracool-dwarf candidates and links two papers, so this is more than a demo with stars painted on it; volunteer sorting has entered the publication trail.

What you can do there

  • Inspect WISE image sequences for faint moving objects
  • Mark a likely moving candidate when subjects are available
  • Read the project's research, FAQ, results, and Talk material

Why we picked it

Cool Neighbors gives a huge machine-search problem a legible human-sized decision. The candidate-centered flipbooks make the scientific role unusually easy to grasp, while the FAQ explains why false motion can fool an algorithm. It is patient work, but every careful yes or no belongs to a real hunt rather than a decorative quiz.

How to get the most from it

Read the FAQ before opening Classify; it explains the inverted images, the narrow field of view, and the artifacts most likely to masquerade as motion. If a subject is available, watch the full sequence before answering and keep your eye near the center. Use Talk or the linked follow-up form only for candidates that genuinely deserve a second look.

Good to know

A web-connected phone or computer is enough, and NASA budgets about 5–15 minutes for the tutorial. Current availability is murky: the classification route exposed zero subjects during this check while different project views reported conflicting completion figures. The pages and published results remain useful, but do not count on receiving a fresh target immediately. Interactive account behavior, accessibility, sound, ads, and popups were not tested.

Who made it, and when?

The earliest supported launch date we found is June 27, 2023.

Reviewed by Site Stumble editorial

Last editorial review: September 21, 2026. Our notes combine direct observation, first-party information when available, and independent research.

Read our methodology
Open Backyard Worlds: Cool Neighbors