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Another city. Another full 3D Gaussian Splat reconstruction. This entire neighborhood was captured while walking with an Insta360 X5, then processed with our GPU pipeline and transformed into a high-fidelity, machine-readable 3D environment with Over the Reality. What you’re seeing is not an isolated virtual world. It’s a 3D...

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Over the Reality 🌐

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400,097 Aufrufe • vor 3 Monaten •via X (Twitter)

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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. The link to become an Insta360 X5 mapper is in the first comment. 👇
1:22

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. The link to become an Insta360 X5 mapper is in the first comment. 👇

Over the Reality 🌐

19,365 Aufrufe • vor 2 Monaten

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.
1:30

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.

Over the Reality 🌐

16,724 Aufrufe • vor 1 Monat

Mapping with Over the Reality is now powered not only by smartphones, but also by Insta360 X5. If you own an Insta360 X5 and want to be part of it: 👉 Apply here: With 360 capture, contributors can cover significantly larger areas in a single session, turning daily walks into true city level mapping and building 3D infrastructure for AI, XR, and Robotics. Rewards are active, and we’re opening the Insta360 X5 Alpha Mapper Program to early contributors.
0:30

Mapping with Over the Reality is now powered not only by smartphones, but also by Insta360 X5. If you own an Insta360 X5 and want to be part of it: 👉 Apply here: With 360 capture, contributors can cover significantly larger areas in a single session, turning daily walks into true city level mapping and building 3D infrastructure for AI, XR, and Robotics. Rewards are active, and we’re opening the Insta360 X5 Alpha Mapper Program to early contributors.

Over the Reality 🌐

343,060 Aufrufe • vor 6 Monaten

The first global, city-scale 3D map is taking shape, and it’s machine-readable. City-scale environments can now be reconstructed in high-fidelity, reaching a level of detail that is becoming almost indistinguishable from reality. This leap is made possible by large-scale mapping using just an Insta360 X5 and Over the Reality technology. So far, our dataset includes: - 220,000+ 3D mapped locations - 97M images - 1,000TB of spatial data Growing by more than 10,000+ newly mapped locations every week. Enabling Visual AI, Robotics, VPS, XR, and Digital twins.
0:27

The first global, city-scale 3D map is taking shape, and it’s machine-readable. City-scale environments can now be reconstructed in high-fidelity, reaching a level of detail that is becoming almost indistinguishable from reality. This leap is made possible by large-scale mapping using just an Insta360 X5 and Over the Reality technology. So far, our dataset includes: - 220,000+ 3D mapped locations - 97M images - 1,000TB of spatial data Growing by more than 10,000+ newly mapped locations every week. Enabling Visual AI, Robotics, VPS, XR, and Digital twins.

Over the Reality 🌐

69,822 Aufrufe • vor 4 Monaten

Large-scale Gaussian splats have reached a new level of realism. This is a well-known temple in Bangkok, reconstructed as a high-fidelity 3D environment from 360 captures. At this level, the boundary between video and 3D starts to disappear. But what you’re looking at is not a video. It’s a dense spatial representation of a real place, where geometry, texture, and structure are preserved and made machine-readable. This kind of 3D data can power Visual AI, Robotics navigation, VPS localization, XR experiences, world models, and next-generation spatial computing systems. Built with Over the Reality.
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Large-scale Gaussian splats have reached a new level of realism. This is a well-known temple in Bangkok, reconstructed as a high-fidelity 3D environment from 360 captures. At this level, the boundary between video and 3D starts to disappear. But what you’re looking at is not a video. It’s a dense spatial representation of a real place, where geometry, texture, and structure are preserved and made machine-readable. This kind of 3D data can power Visual AI, Robotics navigation, VPS localization, XR experiences, world models, and next-generation spatial computing systems. Built with Over the Reality.

Over the Reality 🌐

347,340 Aufrufe • vor 3 Monaten

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.
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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.

Over the Reality 🌐

27,503 Aufrufe • vor 2 Monaten

More and more users are turning their 360 footage into fully explorable 3D Gaussian Splats with View it here: This reconstruction started from a simple capture and is now a fully explorable 3D Gaussian Splat rendered in the FreeGaussian viewer, complete with point cloud reconstruction and high-fidelity spatial detail. More and more creators are discovering that their existing footage can become immersive 3D scenes. And they’re doing it for free with FreeGaussian
0:58

More and more users are turning their 360 footage into fully explorable 3D Gaussian Splats with View it here: This reconstruction started from a simple capture and is now a fully explorable 3D Gaussian Splat rendered in the FreeGaussian viewer, complete with point cloud reconstruction and high-fidelity spatial detail. More and more creators are discovering that their existing footage can become immersive 3D scenes. And they’re doing it for free with FreeGaussian

Over the Reality 🌐

14,803 Aufrufe • vor 3 Monaten

Introducing powered by Over the Reality. FreeGaussian is a new way to transform your existing photos, videos, and 360 captures for free into high-quality 3D Gaussian splats, directly in your browser. Whether you already have: ↳ a 360 recording captured with any 360 camera ↳ a set of photos ↳ or even a simple video from a place you visited you can now turn it into a photorealistic 3D Gaussian splat. Just go to upload your content, and let the reconstruction happen. Once it’s ready, you can download your 3D Gaussian splat and point cloud, and use them across your own projects, pipelines, or applications.
0:27

Introducing powered by Over the Reality. FreeGaussian is a new way to transform your existing photos, videos, and 360 captures for free into high-quality 3D Gaussian splats, directly in your browser. Whether you already have: ↳ a 360 recording captured with any 360 camera ↳ a set of photos ↳ or even a simple video from a place you visited you can now turn it into a photorealistic 3D Gaussian splat. Just go to upload your content, and let the reconstruction happen. Once it’s ready, you can download your 3D Gaussian splat and point cloud, and use them across your own projects, pipelines, or applications.

Over the Reality 🌐

86,313 Aufrufe • vor 4 Monaten

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, shopping 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. Explore the complete digital twin and navigate the town:
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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, shopping 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. Explore the complete digital twin and navigate the town:

Over the Reality 🌐

21,438 Aufrufe • vor 29 Tagen

my colleague david hollin built a demo that simulates how robots can localize where they are in the real world while navigating. this high-fidelity gaussian splat at mount tamalpais was captured in just a few minutes with an insta 360° x5. powered by: @nianticspatial
0:29

my colleague david hollin built a demo that simulates how robots can localize where they are in the real world while navigating. this high-fidelity gaussian splat at mount tamalpais was captured in just a few minutes with an insta 360° x5. powered by: @nianticspatial

asim ᯅ

36,179 Aufrufe • vor 4 Monaten

People are just realizing something important. One of the largest real-world visual datasets for AI was built by millions of users… without them even knowing it. At Over the Reality, we believe this should work differently. We are building a global 3D map of the world through a community that maps real places on purpose, and gets rewarded for every meaningful contribution. People helping build the global 3D map of the world can earn from $1 to $3 for each location mapped with a smartphone, or up to $18 per hour using an Insta360 X5. Apply here:
0:23

People are just realizing something important. One of the largest real-world visual datasets for AI was built by millions of users… without them even knowing it. At Over the Reality, we believe this should work differently. We are building a global 3D map of the world through a community that maps real places on purpose, and gets rewarded for every meaningful contribution. People helping build the global 3D map of the world can earn from $1 to $3 for each location mapped with a smartphone, or up to $18 per hour using an Insta360 X5. Apply here:

Over the Reality 🌐

288,805 Aufrufe • vor 5 Monaten

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. From city streets and waterfronts to landmarks and cultural sites, we're building one of the world's largest machine-readable maps for AI, robotics, and spatial computing.
0:36

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. From city streets and waterfronts to landmarks and cultural sites, we're building one of the world's largest machine-readable maps for AI, robotics, and spatial computing.

Over the Reality 🌐

31,824 Aufrufe • vor 3 Monaten

The physical world is becoming a new digital layer for Robotics, AI, and XR. With Over the Reality, you can help build it. Every place you visit can become a 3D map that powers this new infrastructure, simply by scanning it with your phone. And every location you map unlocks rewards, turning your daily walks into earnings or vouchers you can use everyday. It’s free to start. Comment “map” and we’ll send you access.
0:29

The physical world is becoming a new digital layer for Robotics, AI, and XR. With Over the Reality, you can help build it. Every place you visit can become a 3D map that powers this new infrastructure, simply by scanning it with your phone. And every location you map unlocks rewards, turning your daily walks into earnings or vouchers you can use everyday. It’s free to start. Comment “map” and we’ll send you access.

Over the Reality 🌐

379,791 Aufrufe • vor 4 Monaten

Thinking about buying an Insta360 X5 for content (or you already have one)? What if it could also help you earn up to $18/hour just by walking around your city? Here’s how it works: ↳ You take your Insta360 X5 on a normal walk (downtown streets, city centers, indoor spots like malls or stations). ↳ As you move, you record the places you’re walking through. ↳ Then you send the footage through the Over the Reality app, and we turn it into part of a growing 3D map of the world. You explore. We build. You get rewarded up to $18/hour. It’s currently in Beta, and the only way to get access is to apply here:
0:24

Thinking about buying an Insta360 X5 for content (or you already have one)? What if it could also help you earn up to $18/hour just by walking around your city? Here’s how it works: ↳ You take your Insta360 X5 on a normal walk (downtown streets, city centers, indoor spots like malls or stations). ↳ As you move, you record the places you’re walking through. ↳ Then you send the footage through the Over the Reality app, and we turn it into part of a growing 3D map of the world. You explore. We build. You get rewarded up to $18/hour. It’s currently in Beta, and the only way to get access is to apply here:

Over the Reality 🌐

212,920 Aufrufe • vor 5 Monaten

SuperSplat is growing at a crazy pace. You can dive in and out of real-world scans in an instant. 10s of thousands of 3D Gaussian splat places to explore! 🌍 Made possible by PlayCanvas and our super-compressed SOG format for 3DGS!
0:33

SuperSplat is growing at a crazy pace. You can dive in and out of real-world scans in an instant. 10s of thousands of 3D Gaussian splat places to explore! 🌍 Made possible by PlayCanvas and our super-compressed SOG format for 3DGS!

Will Eastcott

13,289 Aufrufe • vor 7 Monaten

3d visual positioning experiment -- look at the alignment between the 3d mesh and the live camera view. Truly feels magical -- like x-ray vision. Workflow: 1. Scanned a street in 15 mins w/ xgrids 2. Localized against that scan at night, in real-time, while sitting in a car The xgrids scanner (w/ rgb + lidar) is perfect to build maps for humans (3d gaussian splats). Then multiset ai makes it easy to build machine-readable maps for AR and robotics to figure out exactly where they are in 3d space with cm-level accuracy.
0:20

3d visual positioning experiment -- look at the alignment between the 3d mesh and the live camera view. Truly feels magical -- like x-ray vision. Workflow: 1. Scanned a street in 15 mins w/ xgrids 2. Localized against that scan at night, in real-time, while sitting in a car The xgrids scanner (w/ rgb + lidar) is perfect to build maps for humans (3d gaussian splats). Then multiset ai makes it easy to build machine-readable maps for AR and robotics to figure out exactly where they are in 3d space with cm-level accuracy.

Bilawal Sidhu

27,278 Aufrufe • vor 9 Monaten

Look at how crispy this 3d gaussian splat came out! The reflections in the painting have me floored. Captured with a Sony a7iii camera and 18mm lens. I posed the imagery using epic's reality capture and trained it with lichtfeld studio. Lichtfeld is my new favorite way to train splats -- it integrates all the latest research and it’s completely free. Also what I love about 3d capture -- you can process old datasets with new algorithms and breathe new life into them.
0:27

Look at how crispy this 3d gaussian splat came out! The reflections in the painting have me floored. Captured with a Sony a7iii camera and 18mm lens. I posed the imagery using epic's reality capture and trained it with lichtfeld studio. Lichtfeld is my new favorite way to train splats -- it integrates all the latest research and it’s completely free. Also what I love about 3d capture -- you can process old datasets with new algorithms and breathe new life into them.

Bilawal Sidhu

79,041 Aufrufe • vor 5 Monaten

Well, it appears that turning a Gaussian Splat into a #3D mesh was not that hard after all 😅. I have recently tried an app called KIRI Engine - 3D Scanner App and it offers several nice features that for me made it stand out from many other scanning apps: - It supports both photos and videos - You can clean up the splat directly in the app - It works on both Android, iOS and web! - BUT MOST IMPORTANTLY you can export the mesh making gaussian splitting a much more usable format for various production pipelines. I will be interviewing Jack Wang, the CEO of Kiri for an upcoming episode of XR AI Spotlight: What questions should I ask him?
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Well, it appears that turning a Gaussian Splat into a #3D mesh was not that hard after all 😅. I have recently tried an app called KIRI Engine - 3D Scanner App and it offers several nice features that for me made it stand out from many other scanning apps: - It supports both photos and videos - You can clean up the splat directly in the app - It works on both Android, iOS and web! - BUT MOST IMPORTANTLY you can export the mesh making gaussian splitting a much more usable format for various production pipelines. I will be interviewing Jack Wang, the CEO of Kiri for an upcoming episode of XR AI Spotlight: What questions should I ask him?

Gabriele Romagnoli

22,997 Aufrufe • vor 1 Jahr

Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video Contribution quote from the paper: In summary, our main contributions are • a comprehensive pipeline for reconstructing the shape, appearance, and behavior of real-world garments using Gaussian splatting, • an algorithm for registering garment meshes to multi- view videos with an optimization procedure based on Gaussian splatting, and • a Gaussian Garment representation that combines triangle meshes with Gaussian textures to capture photorealistic appearance and can be used as a fully controllable 3D asset.
0:20

Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video Contribution quote from the paper: In summary, our main contributions are • a comprehensive pipeline for reconstructing the shape, appearance, and behavior of real-world garments using Gaussian splatting, • an algorithm for registering garment meshes to multi- view videos with an optimization procedure based on Gaussian splatting, and • a Gaussian Garment representation that combines triangle meshes with Gaussian textures to capture photorealistic appearance and can be used as a fully controllable 3D asset.

MrNeRF

27,354 Aufrufe • vor 1 Jahr

📢 Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Got only one or a few images and wondering if recovering the 3D environment is a reconstruction or generation problem? Why not do it with a generative reconstruction model! We show that a camera-conditioned video diffusion model can be transformed into a generative reconstruction model that directly outputs a high-quality 3D Gaussian Splatting representation through self-distillation, without requiring real-world training data. Check out our results in the video (wait for dynamic scenes in the second half!) : Project Page: Code and Models: Paper:
0:50

📢 Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Got only one or a few images and wondering if recovering the 3D environment is a reconstruction or generation problem? Why not do it with a generative reconstruction model! We show that a camera-conditioned video diffusion model can be transformed into a generative reconstruction model that directly outputs a high-quality 3D Gaussian Splatting representation through self-distillation, without requiring real-world training data. Check out our results in the video (wait for dynamic scenes in the second half!) : Project Page: Code and Models: Paper:

Sherwin Bahmani

66,722 Aufrufe • vor 11 Monaten