Within Enigma
How Enigma Identifies Planes, Satellites, and Stars
Enigma's Identify Lens helps distinguish planes, satellites, stars, and planets in real-time.
On this page
- Augmented reality object recognition
- Database of known celestial and aerial objects
- Impact on reducing false UFO reports
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Introduction
| In the landscape of citizen‑driven UFO/UAP repositories and mobile reporting platforms, the integration of known‑object identification directly into reporting workflows represents a distinct technical layer within Enigma Labs’ offering. Rather than relying purely on after‑the‑fact human interpretation or external catalogue cross‑checks, Enigma’s Identify Lens aims to deconflict ordinary aerial and celestial objects in real time as part of the sighting experience — reducing false positives at the point of data capture and improving the overall signal quality in its global catalogue.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
Augmented Reality Object Recognition at the Point of Observation
| Traditional UFO databases depend on witness narratives that are often vague about whether a light was a satellite, aircraft or celestial body. Enigma’s mobile app embeds an augmented reality (AR) “Identify Lens” into its native camera interface. Users can point their phone at the sky and receive live identification of known objects, overlaying real‑time positional data atop the camera view.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
| The system is designed to filter out routine aerial phenomena—for example, recognising satellites and commercial aircraft using live telemetry and ADS‑B data—before the user decides to record or submit a sighting. This AR layer effectively turns a smartphone into a “sky scanner”, overlaying graphical markers for objects such as stars, planets, satellites, and planes, and showing object details like altitude and speed when available.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
Database of Known Celestial and Aerial Objects
The mechanism for identifying known objects bridges multiple real‑world datasets:
- Satellite data: The AR lens ingests live satellite telemetry (including data on thousands of active objects) and computes their positions relative to the observer’s GPS and orientation.
- ADS‑B aircraft feeds: Real‑time aircraft tracking information allows the Identify Lens to label visible planes in the sky, reducing misidentification of commercial or private aircraft as anomalies.
- Celestial bodies: Integrated data layers representing stars and planets assist users in distinguishing fixed astronomical sources from moving aerial phenomena.
| By anchoring these data layers to the phone’s sensors and camera orientation, the app attempts to match observed objects to known entities before they enter the UFO catalogue.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
| This integration reflects Enigma’s broader approach to “signal over noise”: the service explicitly identifies and stratifies confounding variables that commonly appear in UFO reports—so users can submit fewer mundane objects and more genuinely unresolved observations.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
Impact on Reducing False UFO Reports
A persistent challenge in UFO databases is the high prevalence of misidentifications stemming from routine aerial or celestial objects. Enigma’s implementation of in‑app identification tools influences reporting behaviour and data quality in several key ways:
-
Early deconfliction: By informing users in real time that an object is a known plane, satellite, star or planet, fewer submissions are generated for explainable sightings, shrinking the volume of easily classified cases in the database.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… Report a UFO sighting -
Evidence quality upgrade: Users who choose to record or submit sightings do so with confidence that pre‑screening has already eliminated obvious candidates, improving the relative proportion of genuinely ambiguous events.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… Report a UFO sighting -
Field validation scenarios: In field tests, such as investigative efforts around anomalous drone reports in New Jersey, the Identify Lens played a practical role in filtering commercial aircraft and celestial objects, allowing investigators to focus on unexplained activity rather than known aerial traffic.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… Report a UFO sighting
This integrated known‑object identification directly influences Enigma’s broader UFO catalogue quality by making the “front line” capture process more informed and less reliant on retrospective external cross‑checks.
Implementation Nuances and Future Directions
The Identify Lens is evolving. Early versions focused on satellites and basic celestial bodies; subsequent updates expanded to include planes via ADS‑B and promise further object categories, such as drones and balloons, either via live feeds or computer vision enhancements.[App Store]apps.apple.comApp StoreEnigma: What’s that in the Sky AppApp Store…
In some app version notes, developers highlight plans to employ computer vision models to recognise drones and other aerial objects more reliably, suggesting that Enigma envisions a hybrid identification pipeline combining AR telemetry overlays with learned pattern recognition over time.[App Store]apps.apple.comApp StoreEnigma: What’s that in the Sky AppApp Store…
While mainstream UFO databases like MUFON or historical archives do not yet natively embed such real‑time identification tools, Enigma’s approach represents a mobile‑first instantiation of immediate object deconfliction, feeding cleaner, context‑rich reports into its networked repository.
| In sum, the integration of known‑object identification within Enigma sightings actively shapes what enters the database and how users interpret what they see. By front‑loading object recognition into the user interface and linking it with live data feeds and AR overlays, Enigma situates itself at a unique intersection between citizen science, mobile data collection, and UFO reporting infrastructure—offering a practical mechanism to reduce false positives and elevate the quality of crowd‑sourced aerial anomaly data.[Enigma Labs]enigmalabs.ioEnigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm… | Report a UFO sighting |
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Endnotes
1.
Source: enigmalabs.io
Link:https://enigmalabs.io/blog/identify-satellies-planes-stars-planets-ar
Source snippet
Enigma Labs | Report a UFO sightingIdentify (AR) Lens Gets a Major Update—Now You Can Identify Even More Known Objects in the Sky | Enigm...
2.
Source: enigmalabs.io
Title: Enigma Labs | Report a UFO sighting Shazam for the Skies | Enigma Labs
Link:https://enigmalabs.io/blog/announcing-the-enigma-ar-lens
3.
Source: enigmalabs.io
Link:https://enigmalabs.io/blog/finding-signal-in-a-noisy-world
Source snippet
Enigma Labs | Report a UFO sightingFinding Signal in a Noisy World | Enigma LabsJuly 19, 2023...
Published: July 19, 2023
4.
Source: enigmalabs.io
Link:https://enigmalabs.io/blog/hunting-njs-mysterious-drones-in-the-field-with-rf
Source snippet
Enigma Labs | Report a UFO sightingHunting NJ’s mysterious drones in the field with Enigma's AR Identify Lens and Radio Frequency | Enigm...
5.
Source: apps.apple.com
Title: App StoreEnigma: What’s that in the Sky App
Link:https://apps.apple.com/gb/app/enigma-ufo-sightings-alerts/id1548371173
Source snippet
App Store...
6.
Source: apps.apple.com
Title: App StoreEnigma: What’s that in the Sky App
Link:https://apps.apple.com/us/app/enigma-ufo-sightings-alerts/id1548371173
Source snippet
App Store...
7.
Source: play.google.com
Link:https://play.google.com/store/apps/details?hl=en-US&id=com.enigma.mobile
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google.comEnigma: What’s that in the Sky - Apps on Google PlayDecember 2, 2025 — ENIGMA: WHAT’S THAT IN THE SKY Enigma Labs, LLC 3.9 296...
Published: December 2, 2025
8.
Source: toolmage.com
Title: It provides a platform for users to report, track, and analyze sightin
Link:https://www.toolmage.com/en/tool/enigma-labs/
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Enigma Labs | The #1 UAP/UFO Sighting & Analysis Platform - ToolMageAugust 3, 2025 — ENIGMA LABS Visit Website Enigma Labs is the world's...
Published: August 3, 2025
9.
Source: enigmalabs.io
Link:https://www.enigmalabs.io/blog/product-launch-enigma-alerts-enable-real-time-sighting-notifications
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December 9, 2024 — Image NEVER MISS A UFO SIGHTING–ENIGMA ALERTS ENABLE REAL-TIME SIGHTING NOTIFICATIONS Dec 9, 2024 [Button: Share Artic...
Published: December 9, 2024
10.
Source: enigmalabs.io
Title: 12,000 UAP Sightings and Counting | Enigma Labs
Link:https://enigmalabs.io/blog/12000-uap-sightings-and-counting
Source snippet
December 14, 2023 — Share UFO Sighting Image 12,000 UAP SIGHTINGS AND COUNTING Dec 14, 2023 Share Article At Enigma, we are laser focused...
Published: December 14, 2023
11.
Source: enigmalabs.io
Title: Product update: Enigma’s Native Camera and AR Lens | Enigma Labs
Link:https://enigmalabs.io/blog/enigma-camera-recordings-are-stored-in-app-and-can
Source snippet
November 8, 2023 — Image PRODUCT UPDATE: ENIGMA’S NATIVE CAMERA AND AR LENS Nov 8, 2023 [Button: Share Article] Product update: Enigma’s...
Published: November 8, 2023
13.
Source: enigmalabs.io
Title: The New Enigma Camera — Optimizing Metadata for UAP Sightings | Enigma Labs
Link:https://enigmalabs.io/blog/the-new-enigma-camera-optimizing-metadata-for-uap-sightings
Source snippet
August 25, 2023 — THE NEW ENIGMA CAMERA — OPTIMIZING METADATA FOR UAP SIGHTINGS The native Enigma camera captures metadata frame by frame...
Published: August 25, 2023
14.
Source: enigmalabs.io
Link:https://www.enigmalabs.io/faq
Source snippet
+ What does “UAP" stand for? + Why did the terminology change from UFO to UAP? + Why is the United States Congress interested in UAP? +...
15.
Source: moge.ai
Link:https://moge.ai/en/product/enigma-labs/
Source snippet
ENIGMA LABS A comprehensive platform for reporting, analyzing, and understanding Unidentified Anomalous Phenomena (UAP) sightings wor...
Additional References
16.
Source: youtube.com
Link:http://www.youtube.com/watch?v=h5tR21ucjq4
Source snippet
Enigma UFO app Identify Lens Enigma UFO app identifies aircraft, satellites, and celestial objects all at once and its free OpenMindsTV...
17.
Source: youtube.com
Link:http://www.youtube.com/watch?v=Tz7_ioGanmw
Source snippet
SKY FULL OF LIGHTS! Analyzing a #Satellite Train & The Truth About "No-Fly Zone" #UFOs...
18.
Source: apps.apple.com
Title: Every day, thousands of people see
Link:https://apps.apple.com/gb/app/enigma-ufo-uap-sightings/id1548371173?uo=2
Source snippet
apple.comEnigma: What’s that in the Sky App - App StoreENIGMA: WHAT’S THAT IN THE SKY REPORT DRONES & UFO SIGHTINGS Free · Designed for...
19.
Source: appbrain.com
Title: Enigma: What’s that in the Sky
Link:https://www.appbrain.com/app/enigma-ufo-sightings-alerts/com.enigma.mobile
Source snippet
Free APK Download for AndroidMay 11, 2026 — Image: Enigma: What’s that in the Sky icon ENIGMA: WHAT’S THAT IN THE SKY 2.3.1 Enigma Labs...
Published: May 11, 2026
20.
Source: youtube.com
Link:http://www.youtube.com/watch?v=R3Z_tmsY3fk
Source snippet
The Benefits of the Enigma App | Talking Strange...
21.
Source: youtube.com
Link:http://www.youtube.com/watch?v=K2sd6OD2vnc
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Halide Mk II Tutorial // Learn Halide and get the most out of your $36 camera app...
22.
Source: apps.apple.com
Link:https://apps.apple.com/us/app/enigma-whats-that-in-the-sky/id1548371173
Source snippet
Not verified for macOS. Share * 5.2K Ratings 4.8 * Age Rating 9+ Years * Category News * Developer Enig...
23.
Source: apps.apple.com
Link:https://apps.apple.com/ro/app/enigma-whats-that-in-the-sky/id1548371173
Source snippet
Not verified for macOS. * * * * iPhone, iPad Enigma is the #1 destination for UFO sighting alerts an...
24.
Source: youtube.com
Title: The Benefits of the Enigma App | Talking Strange
Link:http://www.youtube.com/watch?v=PHQv0SPwg24
Source snippet
Top 3 Enigma UFO Sightings of 2024...
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