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پستهای کانال
We're proud to announce our partnership with Insta360
By combining Insta360 cameras with OVER's Spatial AI technology, we're making it dramatically easier to capture large real-world environments and transform them into persistent digital twins.
We already put this workflow to the test at Città Fiera, one of Italy's largest shopping centers.
A single operator walked through the venue with one Insta360 X5 and captured 150,000 m² and 230+ stores in just 90 minutes.
OVER then transformed the footage into a high-fidelity digital twin powering its VPS, enabling centimeter-accurate indoor localization and AR navigation directly from a smartphone browser.
The same digital twin can then power much more than navigation: centimeter-accurate VPS localization, persistent XR experiences, robotics localization, spatial computing applications, and training data for next-generation AI models.
Read the full story on the Insta360 website:
https://www.insta360.com/blog/insta360-X5-over-the-reality-indoor-navigation.html
| 2 |  Can 1,000 real-world 3D scenes make a state-of-the-art model better?
At OVER Research, we tested it by fine-tuning R3, a state-of-the-art streaming 3D reconstruction model, on roughly 1,000 scenes from the OVER dataset.
The result: 25% lower trajectory error on our real-world environments compared to the deployed public checkpoint.
And we did it using only 1,000 scenes, the same open dataset anyone can download for free, out of the 285,000+ real-world 3D scenes OVER has today.
Read the full OVER Research publication:
https://research.ovr.ai/posts/2026-07-r3-finetune/
Download the 1,000-scene dataset on Hugging Face:
https://huggingface.co/datasets/OverTheReality/OverMaps_1k | 276 |
| 3 |  Introducing OVER Research
Over the past years we have built one of the world's largest collections of real-world 3D data: hundreds of thousands of indoor and outdoor environments, captured at metric scale and still growing through the OVER network.
Today we are launching OVER Research, a division dedicated to Spatial Intelligence and Physical AI, and to putting that data to work.
Read the full blog post: https://x.com/OVRtheReality/status/2087951110891769879?s=20 | 711 |
| 4 |  Physical AI won't be limited by compute.
It will be limited by reality.
The next generation of robots doesn't just need more intelligence. It needs orders of magnitude more real-world experience.
That's our Physical AI Thesis. 🧵
Read the full X thread: https://x.com/OVRtheReality/status/2085389753579393365?s=20
Read the full Physical AI Thesis: https://www.overthereality.ai/the-last-scarce-asset | 951 |
| 5 |  بدون متن... | 1 |
| 6 | بدون متن... | 1 |
| 7 | Physical AI won't be limited by compute.
It will be limited by reality.
The next generation of robots doesn't just need more intelligence. It needs orders of magnitude more real-world experience.
That's our Physical AI Thesis. 🧵
Read the full X thread: https://x.com/OVRtheReality/status/2085389753579393365?s=20
Read the full Physical AI Thesis: https://www.overthereality.ai/the-last-scarce-asset | 1 |
| 8 |  150,000m² in 90 Mins: How Over the Reality Brought Indoor Navigation to Città Fiera with Insta360 X5
Read the full article on the Insta360 website: https://www.insta360.com/blog/insta360-X5-over-the-reality-indoor-navigation.html | 906 |
| 9 |  Entire cities are being transformed into immersive digital twins faster than ever, creating the digital foundation that can help make them smarter, more connected, and easier to navigate.
This complete historic town was captured with a single Insta360 X5 by one of our mappers and reconstructed by OVER into a high-fidelity 3D environment.
What once required specialised equipment can now be captured simply by walking.
Our mapping network is now covering more than 15,000 new locations every month, and it continues to grow as more mappers join.
Every new mapper means more cities, malls, museums, cultural landmarks, public spaces, and businesses being captured and transformed by OVER into detailed digital twins.
These environments can support virtual exploration, indoor and outdoor navigation, location-based XR experiences, cultural preservation, Visual AI, VPS, Robotics localisation, and the development of spatial models capable of understanding real-world environments.
https://jumpin.ovr.ai/5c9bce98 | 842 |
| 10 |  Today, we’re launching a new capability that connects everything we’ve been building directly to the robotics world: free USDZ export.
Turn any real-world space into a robot training ground. For FREE.
Capture with your smartphone or a 360 cam → get a simulation-ready USDZ (Gaussian splat + aligned mesh) → drop it straight into NVIDIA Isaac Sim.
No LiDAR rig. No sales call. 🧵👇
Read the full X thread: https://x.com/OVRtheReality/status/2078139982703714803?s=20
Read the full blog post: https://www.overthereality.ai/blog/usdz | 1 119 |
| 11 |  A 10-minute walk.
That's all it takes to transform a real-world neighborhood into a machine-readable digital twin.
Captured with an @insta360 X5 and reconstructed by Over the Reality, this environment is no longer just a place on a map.
It's spatial data that can power Visual AI, Robotics localization, VPS, XR experiences, and next-generation world models.
Today, the OVER community has already created more than 270,000 machine-readable locations like this, forming one of the world's largest 3D datasets for Physical AI, an increasingly valuable asset as demand for high quality real-world data continues to grow.
Experience the complete 3D Gaussian Splat:
https://marketplace.ovr.ai/mappings/1a824547-0625-4585-9c45-bbdedef2546b
Interested in building with real-world spatial data? Explore our free 1,000-location dataset on Hugging Face:
https://huggingface.co/datasets/OverTheReality/OverMaps_1k | 1 125 |
| 12 |  AI companies need real-world data.
Our free sample dataset on Hugging Face has already been downloaded more than 2,200 times by companies, researchers, and AI teams interested in real-world spatial data.
This is bullish for the entire $OVR ecosystem.
And that's just a sample of 1,000 locations.
Today, the Over the Reality community has mapped more than 260,000 real-world locations across 120+ countries, creating the world’s largest machine-readable 3D map.
As Physical AI, robotics, and world models continue to advance, demand for high-quality spatial data is accelerating.
We're already in discussions with several leading AI and Robotics companies interested in licensing larger portions of the dataset.
The next AI race won't just be about models. It will be about real data.
https://huggingface.co/datasets/OverTheReality/OverMaps_1k | 1 115 |
| 13 |  If you own an Insta360 X5, you can now get paid just by walking with it.
Today, OVER officially opens Insta360 X5 mapping to everyone.
Download the app, connect your camera, and start earning by mapping the world around you. 🧵👇
Read the full X thread: https://x.com/OVRtheReality/status/2071627113099084242?s=20
Read the full blog post: https://www.overthereality.ai/blog/the-new-over-app-is-here | 1 115 |
| 14 |  America. Europe. Africa. Asia. Oceania.
More than 250,000 real-world locations across 120+ countries have already been transformed into ultra high quality 3D Gaussian Splats by Over the Reality.
From city centers and museums to beaches, mountains, and historical landmarks, every mapping created by our community contributes to a growing machine-readable representation of the physical world.
This scene started as a simple Insta360 X5 recording and was transformed into a digital twin, where geometry, textures, and spatial structure are preserved and can be used by AI, Robotics, VPS, XR, and next-generation world models.
This is what city-scale 3D mapping looks like.
Link to become an Insta360 X5 mapper: https://insta360.ovr.ai/ | 1 254 |
| 15 |  They say the SpaceX IPO will be a rocket.
We couldn't wait.
So we launched one in the middle of Udine.
Thanks to Over the Reality's city-scale 3D mapping and VPS technology, anyone can place and experience massive AR content anchored to the real world with centimeter-level precision.
The future isn't on a screen.
It's in the world around you. | 642 |
| 16 |  Everyone in spatial computing ships demos.
We just shipped to production.
Our Visual Positioning System is now LIVE inside Città Fiera, one of the largest malls in Italy and Europe.
Not a pilot. Not a test. Real visitors navigating in real time. 🧵
------
2/ The numbers:
→ 150,000 sqm mapped
→ 230+ shops
→ Multi-floor, high-traffic environment
→ Sub-100ms relocalization latency
GPS dies the moment you walk indoors. Our VPS doesn't.
-----
3/ How it works:
Your phone camera is the only sensor. Point it anywhere, our VPS matches what it sees against a 3D map of the mall and locks your position in under 100 milliseconds.
Centimeter-level accuracy. No GPS required.
-----
4/ What we DIDN'T need:
❌ Beacons
❌ Visual Markers
❌ Wi-Fi triangulation
❌ Hardware installs
❌ App downloads
Visitors scan a QR code or open a weblink, and walk. That's it.
Google Maps for indoors, running in the browser.
-----
Continue reading the thread on X: https://x.com/OVRtheReality/status/2063999145426231519?s=20 | 681 |
| 17 | Everyone in spatial computing ships demos.
We just shipped to production.
Our Visual Positioning System is now LIVE inside Città Fiera, one of the largest malls in Italy and Europe.
Not a pilot. Not a test. Real visitors navigating in real time. 🧵
------
2/ The numbers:
→ 150,000 sqm mapped
→ 230+ shops
→ Multi-floor, high-traffic environment
→ Sub-100ms relocalization latency
GPS dies the moment you walk indoors. Our VPS doesn't.
-----
3/ How it works:
Your phone camera is the only sensor. Point it anywhere, our VPS matches what it sees against a 3D map of the mall and locks your position in under 100 milliseconds.
Centimeter-level accuracy. No GPS required.
-----
4/ What we DIDN'T need:
❌ Beacons
❌ Visual Markers
❌ Wi-Fi triangulation
❌ Hardware installs
❌ App downloads
Visitors scan a QR code or open a weblink, and walk. That's it.
Google Maps for indoors, running in the browser.
-----
Continue reading the thread on X: https://x.com/OVRtheReality/status/2063999145426231519?s=20 | 1 |
| 18 |  A museum in France. Accessible from anywhere in the world.
One of our mappers captured the Musée Archéologique du Val-d'Oise, home to more than 35,000 archaeological artifacts and over 3,000 objects on display.
Using an Insta360 X5 and Over the Reality's reconstruction technology, the entire museum, including its multiple floors, has been transformed into a high-fidelity 3D Gaussian Splat and digital twin.
This means anyone can now explore the museum remotely, walk through its galleries, move across different floors, and experience the space as if they were there in person.
What was once a physical location is now a machine-readable 3D environment, preserved digitally and accessible through a browser, smartphone, or XR headset.
From museums and cultural landmarks to entire cities, Over the Reality has built the largest 3D map of the world.
The link to explore the experience remotely is available in the first comment.
Jump in and explore it yourself: https://jumpin.ovr.ai/83abecdb | 591 |
| 19 |  Have you ever seen a robot walk along a waterfront, understand its surroundings, and look out at the sea? 🤖
Thanks to Over the Reality, this is possible.
Places like this are mapped every day by our global community of 360 mappers. Using our technology, they are transformed into high-fidelity machine-readable 3D Gaussian Splats.
This data can be used to:
• navigate robots through the physical world
• train AI and Visual Models
• power VPS localization
• anchor persistent XR content to real-world locations
This is just one of more than 250,000 real-world locations already mapped by the Over the Reality community.
And unlike traditional datasets, these places can be explored directly through a smartphone, browser, or XR headset, allowing anyone to navigate and experience them in first person.
Explore the 3D Gaussian Splat here: https://jumpin.ovr.ai/995ffb6b | 712 |
| 20 |  📢 Important Update for Insta360 X5 Mappers
To further improve the quality of our dataset and strengthen the long-term growth of the mapping program, we are introducing an update to the mapping guidelines.
Starting today, the maximum recommended duration for a mapping session will be reduced from 15 minutes to 10 minutes.
This change is designed to increase the overall quality and consistency of our 3D Gaussian Splats, making the dataset even more valuable for AI, Robotics, XR, and future commercial partnerships.
⚠️ Important: If you are mapping a long straight road, do not simply walk in a straight line for the entire session.
To ensure optimal reconstruction quality:
- Walk in a slight zig-zag/slalom pattern when moving forward
- Or walk back and forth through the area
Review the updated mapping guide before their next mapping session:
📖 https://www.overthereality.ai/Insta360X5.pdf
Thank you for helping us build the future of Physical AI and the world's largest machine-readable map. | 672 |
