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Dormant Memories — a gallery regrouping my recent experiments built from real-world captures, reconstructed as 3D Gaussian Splats, and in many cases manipulated using World Labs' Marble. Everything is built with Spark, the 3D Gaussian splat renderer released by World Labs. It runs in the browser and can be...

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Hugues Bruyère

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12,408 次观看 • 4 个月前 •via X (Twitter)

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The Ring (Montreal) — Dormant Memories series New alternate scene, and an iteration on the UX and flow. Starting from a volumetric capture of a real location in Montreal, reconstructed as 3D Gaussian Splats, I then used World Labs' Marble to generate alternate versions of that same space. Running in real time using spark. #GaussianSplatting #3DGS #pointcloud #sparkjs #threejs
0:59

The Ring (Montreal) — Dormant Memories series New alternate scene, and an iteration on the UX and flow. Starting from a volumetric capture of a real location in Montreal, reconstructed as 3D Gaussian Splats, I then used World Labs' Marble to generate alternate versions of that same space. Running in real time using spark. #GaussianSplatting #3DGS #pointcloud #sparkjs #threejs

Hugues Bruyère

34,463 次观看 • 5 个月前

Fast Company just published a great piece on World Labs , Fei-Fei Li , Marble, and the idea that spatial intelligence / world models may be one of the next big shifts in AI. I was happy to be quoted in the article, but I also wanted to share more context about my own experience with World Labs and Marble, and why this direction is especially interesting to me. My starting point: volumetric capture — For the past few years I’ve been exploring and using volumetric capture and reconstruction (photogrammetry, NeRFs, 3D Gaussian Splats) mostly capturing locations around Montreal. Alleys, museums, urban interiors. I love every step of it: the capture itself, the pipeline, and what can be done with the output. Turning real spaces into real-time explorable systems. I do this personally, sharing explorations here, and professionally as chief technologist, and co-founder of Dpt. Physical reality + generative manipulation — In my work I’m especially drawn to mixing physical reality with generative and digital manipulation: using physical interfaces (light, clay, ink, ... ) to drive generative AI pipelines, building mixed reality prototypes that reshape your surroundings, or starting from real captured spaces and transforming them using tools like Marble. Like many people, I saw the World Labs announcement on Twitter in September 2024, and Marble when it surfaced in early December. But by then, I already had a sense something was coming. The first conversation — As someone deep into volumetric capture and radiance fields, I obviously knew about Ben Mildenhall and his pioneering work on NeRF. To my surprise, Ben reached out to me in late June 2024. He’d been following some of my experiments and wanted to chat about my process and workflows and how I was using this “stuff” creatively. At that point he didn’t share what he was building, but we had a genuinely great conversation about radiance fields, AI, and my work. He was curious about the creative perspective, not just the technical one. When the World Labs announcement dropped a few months later, it all made sense. I understood what Ben had been working on, and why the creative angle mattered to them. Then in August 2025, he invited me to try the Marble beta, and I’ve been experimenting with it since. Experimenting with Marble — The first thing I used Marble for was materializing scene and world concepts during ideation at the studio, and seeing if and how it could fit into our production pipeline. In parallel, I dove into a series of experiments focused on world manipulation: starting from real captured spaces and transforming them using Marble. I’d already been exploring that idea using img2img diffusion with ControlNet on NeRF renders, real-time video streams, and even mixed reality using headset camera feeds. But Marble brings something different. It generates persistent, spatially cohesive 3D worlds that can be rendered in real time across a wide range of devices. That’s a real shift. Experiment 01: Parallel Realities — The first experiment, Parallel Realities, starts from a volumetric capture of a real location, reconstructed as 3D Gaussian Splats. Using Marble, I generate an alternate version of that same space, something informed by the original architecture: abandoned, nature-reclaimed, alternate era. Then, using Spark (World Labs’ 3D Gaussian Splatting renderer for THREE.js) I make both realities coexist in the same spatial coordinate system. From there, I use a portal UX mechanic to let the user step between the real reconstruction and the Marble-generated version. Experiment 02: Hidden Depth The second experiment, Hidden Depth, does not transform a space as much as expand it. A captured location has a visual boundary (a mural, a doorway, a dark corridor) and Marble generates what exists beyond it. For example: a Montreal alley has a painted mural; step through it and you’re inside a world informed by what is actually depicted there. World Labs showcased part of this work here: And in their Spark 2.0 post: The project page is here: Why this matters to me — Being able to start from a real 3D Gaussian Splat scene and manipulate it with Marble opens up a lot of ideas. The 3DGS pipeline is becoming an increasingly compelling foundation for exploration, experimentation, and storytelling. What matters most to me right now is more control. The more I can steer the generated scene or world, the more useful the tool becomes. I want more features like the already existing multiple input images and Chisel, the blockout-based approach. I would like better local control, the ability to expand a generated world more and more while preserving coherence, and the ability to directly import 3D Gaussian Splat scenes to be used as a starting point. I want more ways to shape the result, not just a “prompt and hope” approach. — It is exciting to see this field moving from research and demos toward actual creative workflows.
1:04

Fast Company just published a great piece on World Labs , Fei-Fei Li , Marble, and the idea that spatial intelligence / world models may be one of the next big shifts in AI. I was happy to be quoted in the article, but I also wanted to share more context about my own experience with World Labs and Marble, and why this direction is especially interesting to me. My starting point: volumetric capture — For the past few years I’ve been exploring and using volumetric capture and reconstruction (photogrammetry, NeRFs, 3D Gaussian Splats) mostly capturing locations around Montreal. Alleys, museums, urban interiors. I love every step of it: the capture itself, the pipeline, and what can be done with the output. Turning real spaces into real-time explorable systems. I do this personally, sharing explorations here, and professionally as chief technologist, and co-founder of Dpt. Physical reality + generative manipulation — In my work I’m especially drawn to mixing physical reality with generative and digital manipulation: using physical interfaces (light, clay, ink, ... ) to drive generative AI pipelines, building mixed reality prototypes that reshape your surroundings, or starting from real captured spaces and transforming them using tools like Marble. Like many people, I saw the World Labs announcement on Twitter in September 2024, and Marble when it surfaced in early December. But by then, I already had a sense something was coming. The first conversation — As someone deep into volumetric capture and radiance fields, I obviously knew about Ben Mildenhall and his pioneering work on NeRF. To my surprise, Ben reached out to me in late June 2024. He’d been following some of my experiments and wanted to chat about my process and workflows and how I was using this “stuff” creatively. At that point he didn’t share what he was building, but we had a genuinely great conversation about radiance fields, AI, and my work. He was curious about the creative perspective, not just the technical one. When the World Labs announcement dropped a few months later, it all made sense. I understood what Ben had been working on, and why the creative angle mattered to them. Then in August 2025, he invited me to try the Marble beta, and I’ve been experimenting with it since. Experimenting with Marble — The first thing I used Marble for was materializing scene and world concepts during ideation at the studio, and seeing if and how it could fit into our production pipeline. In parallel, I dove into a series of experiments focused on world manipulation: starting from real captured spaces and transforming them using Marble. I’d already been exploring that idea using img2img diffusion with ControlNet on NeRF renders, real-time video streams, and even mixed reality using headset camera feeds. But Marble brings something different. It generates persistent, spatially cohesive 3D worlds that can be rendered in real time across a wide range of devices. That’s a real shift. Experiment 01: Parallel Realities — The first experiment, Parallel Realities, starts from a volumetric capture of a real location, reconstructed as 3D Gaussian Splats. Using Marble, I generate an alternate version of that same space, something informed by the original architecture: abandoned, nature-reclaimed, alternate era. Then, using Spark (World Labs’ 3D Gaussian Splatting renderer for THREE.js) I make both realities coexist in the same spatial coordinate system. From there, I use a portal UX mechanic to let the user step between the real reconstruction and the Marble-generated version. Experiment 02: Hidden Depth The second experiment, Hidden Depth, does not transform a space as much as expand it. A captured location has a visual boundary (a mural, a doorway, a dark corridor) and Marble generates what exists beyond it. For example: a Montreal alley has a painted mural; step through it and you’re inside a world informed by what is actually depicted there. World Labs showcased part of this work here: And in their Spark 2.0 post: The project page is here: Why this matters to me — Being able to start from a real 3D Gaussian Splat scene and manipulate it with Marble opens up a lot of ideas. The 3DGS pipeline is becoming an increasingly compelling foundation for exploration, experimentation, and storytelling. What matters most to me right now is more control. The more I can steer the generated scene or world, the more useful the tool becomes. I want more features like the already existing multiple input images and Chisel, the blockout-based approach. I would like better local control, the ability to expand a generated world more and more while preserving coherence, and the ability to directly import 3D Gaussian Splat scenes to be used as a starting point. I want more ways to shape the result, not just a “prompt and hope” approach. — It is exciting to see this field moving from research and demos toward actual creative workflows.

Hugues Bruyère

69,960 次观看 • 2 个月前

Big news! World Labs' Marble is officially compatible with NVIDIA Robotics' Isaac Sim. Instead of showcasing their highlight reel, our team at Lightwheel created a full environment from a 360 pano using Marble and showed you can train directly in sim. The only non-generated assets are the robot arms, coffee, and bowl. Everything else was generated with Marble. Not sure how to do this yourself? NVIDIA wrote a technical blog with full instructions. You will learn how to: 1. Export scenes from World Labs' Marble as Gaussian splats 2. Convert to USD using NVIDIA Omniverse NuRec 3. Import into NVIDIA Isaac Sim 4. Add a robot and run the simulation Read the guide ➡️ #WorldModels #Robotics
0:32

Big news! World Labs' Marble is officially compatible with NVIDIA Robotics' Isaac Sim. Instead of showcasing their highlight reel, our team at Lightwheel created a full environment from a 360 pano using Marble and showed you can train directly in sim. The only non-generated assets are the robot arms, coffee, and bowl. Everything else was generated with Marble. Not sure how to do this yourself? NVIDIA wrote a technical blog with full instructions. You will learn how to: 1. Export scenes from World Labs' Marble as Gaussian splats 2. Convert to USD using NVIDIA Omniverse NuRec 3. Import into NVIDIA Isaac Sim 4. Add a robot and run the simulation Read the guide ➡️ #WorldModels #Robotics

Jonathan Stephens

13,783 次观看 • 8 个月前

🚀 Announcing Echo — our new frontier model for 3D world generation. Echo turns a simple text prompt or image into a fully explorable, 3D-consistent world. Instead of disconnected views, the result is a single, coherent spatial representation you can move through freely. This is part of a bigger shift in AI: from generating pixels and tokens to generating spaces. Echo predicts a geometry-grounded 3D scene at metric scale, meaning every novel view, depth map, and interaction comes from the same underlying world — not independent hallucinations. Once generated, the world is interactive in real time. You control the camera, explore from any angle, and render instantly — even on low-end hardware, directly in the browser. High-quality 3D world exploration is no longer gated by expensive equipment. Under the hood, Echo infers a physically grounded 3D representation and converts it into a renderable format. For our web demo, we use 3D Gaussian Splatting (3DGS) for fast, GPU-friendly rendering — but the representation itself is flexible and can be easily adapted. Why this matters: consistent 3D worlds unlock real workflows — digital twins, 3D design, game environments, robotics simulation, and more. From a single photo or a line of text, Echo builds worlds that are reliable, editable, and spatially faithful. Echo also enables scene editing and restyling. Change materials, remove or add objects, explore design variations — all while preserving global 3D consistency. Editing no longer breaks the world. This is only the beginning. Echo is the foundation for future world models with dynamics, physical reasoning, and richer interaction — environments that don’t just look right, but behave right. Explore the generated worlds on our website and sign up for the closed beta. The era of spatial intelligence starts here. 🌍 #Echo #WorldModels #SpatialAI #3DFoundationModels Check it out:
1:07

🚀 Announcing Echo — our new frontier model for 3D world generation. Echo turns a simple text prompt or image into a fully explorable, 3D-consistent world. Instead of disconnected views, the result is a single, coherent spatial representation you can move through freely. This is part of a bigger shift in AI: from generating pixels and tokens to generating spaces. Echo predicts a geometry-grounded 3D scene at metric scale, meaning every novel view, depth map, and interaction comes from the same underlying world — not independent hallucinations. Once generated, the world is interactive in real time. You control the camera, explore from any angle, and render instantly — even on low-end hardware, directly in the browser. High-quality 3D world exploration is no longer gated by expensive equipment. Under the hood, Echo infers a physically grounded 3D representation and converts it into a renderable format. For our web demo, we use 3D Gaussian Splatting (3DGS) for fast, GPU-friendly rendering — but the representation itself is flexible and can be easily adapted. Why this matters: consistent 3D worlds unlock real workflows — digital twins, 3D design, game environments, robotics simulation, and more. From a single photo or a line of text, Echo builds worlds that are reliable, editable, and spatially faithful. Echo also enables scene editing and restyling. Change materials, remove or add objects, explore design variations — all while preserving global 3D consistency. Editing no longer breaks the world. This is only the beginning. Echo is the foundation for future world models with dynamics, physical reasoning, and richer interaction — environments that don’t just look right, but behave right. Explore the generated worlds on our website and sign up for the closed beta. The era of spatial intelligence starts here. 🌍 #Echo #WorldModels #SpatialAI #3DFoundationModels Check it out:

SpAItial AI

176,524 次观看 • 8 个月前

PUTIN (2022?): "To a great extent, the level of prosperity that has been achieved in former colonial powers is grounded in the robbery of Africa, built on the grief and suffering of African people... Robbing and slavery, all of this has to be shown and taught as this is a crucial part of world history; to simply close the chapter on it is impossible and shouldn't be done. In the same way how the world should never forget what the Nazis did."
0:38

PUTIN (2022?): "To a great extent, the level of prosperity that has been achieved in former colonial powers is grounded in the robbery of Africa, built on the grief and suffering of African people... Robbing and slavery, all of this has to be shown and taught as this is a crucial part of world history; to simply close the chapter on it is impossible and shouldn't be done. In the same way how the world should never forget what the Nazis did."

COMBATE |🇵🇷

368,059 次观看 • 3 年前

𝗗𝗼𝗿𝗺𝗮𝗻𝘁 𝗠𝗲𝗺𝗼𝗿𝘆 𝗩𝗶𝗲𝘄𝗲𝗿: Because I almost always have some gear with me—a drone, a mirrorless camera, or at least a phone—I can capture scenes on the spur of the moment. Here I am freely flying through 3D Gaussian Splats scenes trained from these impromptu captures. It has been several years now since I've developed a real passion for 3D scanning, photogrammetry, and—for the last two and a half years—radiance fields. We actively use these technologies on a professional level at Dpt. , but this is also a personal passion of mine. I love capturing scenes, places, people, moments in time—memories. I enjoy the process of doing it; yes, capturing several hundreds of photos at a time, going in circles around a 'subject' for 15 minutes—all of which can drive my family nuts when they're with me. I have fun pre-processing, aligning, and using datasets to finally see those memories form and then be able to explore them freely in real-time. This week, Meta announced Hyperscape during this year's Meta Connect event… "𝘈𝘯𝘥 𝘴𝘱𝘦𝘢𝘬𝘪𝘯𝘨 𝘰𝘧 𝘱𝘳𝘦𝘴𝘦𝘯𝘤𝘦, 𝘸𝘦’𝘳𝘦 𝘪𝘮𝘱𝘳𝘰𝘷𝘪𝘯𝘨 𝘵𝘩𝘢𝘵, 𝘵𝘰𝘰. 𝘞𝘦’𝘳𝘦 𝘸𝘰𝘳𝘬𝘪𝘯𝘨 𝘵𝘰 𝘣𝘳𝘪𝘯𝘨 𝘱𝘩𝘰𝘵𝘰𝘳𝘦𝘢𝘭𝘪𝘴𝘵𝘪𝘤 𝘴𝘱𝘢𝘤𝘦𝘴 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦 𝘮𝘦𝘵𝘢𝘷𝘦𝘳𝘴𝘦, 𝘦𝘯𝘢𝘣𝘭𝘪𝘯𝘨 𝘢 𝘱𝘳𝘰𝘧𝘰𝘶𝘯𝘥 𝘯𝘦𝘸 𝘸𝘢𝘺 𝘵𝘰 𝘣𝘦 𝘵𝘰𝘨𝘦𝘵𝘩𝘦𝘳 𝘪𝘯 𝘴𝘱𝘢𝘤𝘦𝘴 𝘵𝘩𝘢𝘵 𝘭𝘰𝘰𝘬 𝘢𝘯𝘥 𝘧𝘦𝘦𝘭 𝘭𝘪𝘬𝘦 𝘺𝘰𝘶’𝘳𝘦 𝘱𝘩𝘺𝘴𝘪𝘤𝘢𝘭𝘭𝘺 𝘵𝘩𝘦𝘳𝘦—𝘸𝘦 𝘤𝘢𝘭𝘭 𝘪𝘵 𝘏𝘺𝘱𝘦𝘳𝘴𝘤𝘢𝘱𝘦." …it's exciting to see major players like Meta pushing the boundaries of immersive experiences. Their announcement of Hyperscape resonates deeply with the work I've been doing and my passion for capturing and recreating photorealistic environments and memories. It feels like we're all moving toward a future where the lines between the physical and digital worlds blur, allowing us to share spaces and moments in unprecedented ways. I'm thrilled to be contributing my own explorations to this ever-evolving field. The attached video is a screen recording of myself exploring and flying through volumetric captures—dormant memories—in real-time using an app I crafted for this purpose. The first part shows me moving from one memory to another (btw, this works in tethered VR), and in the second part of the video at , I explore two memories simultaneously, rendering two 3D Gaussian Splats of the same location onto two monitors. #gaussiansplatting #radiancefield #digitaltwin #hyperscape #memories
2:51

𝗗𝗼𝗿𝗺𝗮𝗻𝘁 𝗠𝗲𝗺𝗼𝗿𝘆 𝗩𝗶𝗲𝘄𝗲𝗿: Because I almost always have some gear with me—a drone, a mirrorless camera, or at least a phone—I can capture scenes on the spur of the moment. Here I am freely flying through 3D Gaussian Splats scenes trained from these impromptu captures. It has been several years now since I've developed a real passion for 3D scanning, photogrammetry, and—for the last two and a half years—radiance fields. We actively use these technologies on a professional level at Dpt. , but this is also a personal passion of mine. I love capturing scenes, places, people, moments in time—memories. I enjoy the process of doing it; yes, capturing several hundreds of photos at a time, going in circles around a 'subject' for 15 minutes—all of which can drive my family nuts when they're with me. I have fun pre-processing, aligning, and using datasets to finally see those memories form and then be able to explore them freely in real-time. This week, Meta announced Hyperscape during this year's Meta Connect event… "𝘈𝘯𝘥 𝘴𝘱𝘦𝘢𝘬𝘪𝘯𝘨 𝘰𝘧 𝘱𝘳𝘦𝘴𝘦𝘯𝘤𝘦, 𝘸𝘦’𝘳𝘦 𝘪𝘮𝘱𝘳𝘰𝘷𝘪𝘯𝘨 𝘵𝘩𝘢𝘵, 𝘵𝘰𝘰. 𝘞𝘦’𝘳𝘦 𝘸𝘰𝘳𝘬𝘪𝘯𝘨 𝘵𝘰 𝘣𝘳𝘪𝘯𝘨 𝘱𝘩𝘰𝘵𝘰𝘳𝘦𝘢𝘭𝘪𝘴𝘵𝘪𝘤 𝘴𝘱𝘢𝘤𝘦𝘴 𝘪𝘯𝘵𝘰 𝘵𝘩𝘦 𝘮𝘦𝘵𝘢𝘷𝘦𝘳𝘴𝘦, 𝘦𝘯𝘢𝘣𝘭𝘪𝘯𝘨 𝘢 𝘱𝘳𝘰𝘧𝘰𝘶𝘯𝘥 𝘯𝘦𝘸 𝘸𝘢𝘺 𝘵𝘰 𝘣𝘦 𝘵𝘰𝘨𝘦𝘵𝘩𝘦𝘳 𝘪𝘯 𝘴𝘱𝘢𝘤𝘦𝘴 𝘵𝘩𝘢𝘵 𝘭𝘰𝘰𝘬 𝘢𝘯𝘥 𝘧𝘦𝘦𝘭 𝘭𝘪𝘬𝘦 𝘺𝘰𝘶’𝘳𝘦 𝘱𝘩𝘺𝘴𝘪𝘤𝘢𝘭𝘭𝘺 𝘵𝘩𝘦𝘳𝘦—𝘸𝘦 𝘤𝘢𝘭𝘭 𝘪𝘵 𝘏𝘺𝘱𝘦𝘳𝘴𝘤𝘢𝘱𝘦." …it's exciting to see major players like Meta pushing the boundaries of immersive experiences. Their announcement of Hyperscape resonates deeply with the work I've been doing and my passion for capturing and recreating photorealistic environments and memories. It feels like we're all moving toward a future where the lines between the physical and digital worlds blur, allowing us to share spaces and moments in unprecedented ways. I'm thrilled to be contributing my own explorations to this ever-evolving field. The attached video is a screen recording of myself exploring and flying through volumetric captures—dormant memories—in real-time using an app I crafted for this purpose. The first part shows me moving from one memory to another (btw, this works in tethered VR), and in the second part of the video at , I explore two memories simultaneously, rendering two 3D Gaussian Splats of the same location onto two monitors. #gaussiansplatting #radiancefield #digitaltwin #hyperscape #memories

Hugues Bruyère

16,304 次观看 • 1 年前

Across the ancient world, from the Celts to the Maya, from Egypt to Japan, cultures celebrated a Festival of the Dead at the same moment of the year: late October into early November. Different continents, different languages, same date. And many of these traditions include a startling claim...that on this night, something real moved across the sky at midnight, something tied to the belief that the souls of the departed could return and interact with the living. When so many civilizations align on the same night and the same phenomenon, it raises a deeper question: what were they all seeing?
1:02

Across the ancient world, from the Celts to the Maya, from Egypt to Japan, cultures celebrated a Festival of the Dead at the same moment of the year: late October into early November. Different continents, different languages, same date. And many of these traditions include a startling claim...that on this night, something real moved across the sky at midnight, something tied to the belief that the souls of the departed could return and interact with the living. When so many civilizations align on the same night and the same phenomenon, it raises a deeper question: what were they all seeing?

Randall Carlson

28,485 次观看 • 9 个月前

This might be the craziest workflow you'll see this week. From #VR greyboxing to 3D worlds with the help of #AI. The 2 tools I used are ShapesXR and Marble from World Labs. Let me tell you why and how. - ShapesXR is the most powerful and fastest way to assemble 3D scenes at scale. - The library of assets + ability to sketch from procedural primitives gives the perfect balance between speed and freedom. - ShapesXR allows you to export your creation as a glTF that can be used as a "3D prompt" into Marble - Marble now allows you to create a panorama using a 3D scene as input increasing DRAMATICALLY the control you have during the creation process - Through the workflow you can adjust textures and objects in the scene using AI inpainting - There are tons of options on how to use the final output (create a #GaussianSplatting, export collision mesh and even a detailed mesh 🤯) This is the perfect examples of how VR creative tools improve and accelerate the design process... so make sure to follow me if that's your jam 😉.
1:01

This might be the craziest workflow you'll see this week. From #VR greyboxing to 3D worlds with the help of #AI. The 2 tools I used are ShapesXR and Marble from World Labs. Let me tell you why and how. - ShapesXR is the most powerful and fastest way to assemble 3D scenes at scale. - The library of assets + ability to sketch from procedural primitives gives the perfect balance between speed and freedom. - ShapesXR allows you to export your creation as a glTF that can be used as a "3D prompt" into Marble - Marble now allows you to create a panorama using a 3D scene as input increasing DRAMATICALLY the control you have during the creation process - Through the workflow you can adjust textures and objects in the scene using AI inpainting - There are tons of options on how to use the final output (create a #GaussianSplatting, export collision mesh and even a detailed mesh 🤯) This is the perfect examples of how VR creative tools improve and accelerate the design process... so make sure to follow me if that's your jam 😉.

Gabriele Romagnoli

20,126 次观看 • 9 个月前

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.
1:36

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 次观看 • 2 个月前

I really want to show off the cutting edge tech the team is building and how we're turning AI image generation into real living environments using gaussian splats and at the :19 mark of this video you can see how we're blending splats together to create a real world. What this looks like from a gaming perspective is this all happens behind the players view to simulate a real world environment. As you move through the space, distance becomes a variable to consider on how images update and are experienced. We are creating a new reality in real time.
1:21

I really want to show off the cutting edge tech the team is building and how we're turning AI image generation into real living environments using gaussian splats and at the :19 mark of this video you can see how we're blending splats together to create a real world. What this looks like from a gaming perspective is this all happens behind the players view to simulate a real world environment. As you move through the space, distance becomes a variable to consider on how images update and are experienced. We are creating a new reality in real time.

𝔹𝕃𝕍ℂ𝕂𝕃!𝔾ℍ𝕋

25,084 次观看 • 2 个月前

I am happy to be finally able to post what I was able to build over the last few weeks. A full real-time high-frequency state estimation and mapping algorithm completely written line by line from scratch in Rust, which can be used by robots to navigate and reason within the 3D world also in complicated scenarios. TBH this took me longer than expected (which was still super fast :D) but you need to get a lot right: From the sensors over the drivers to their respective estimation pipeline and then fusing everything together - a covariance nightmare - and something that can be refined over years to come (currently using Fisher Information from the real measurements). What you see here is not the output of some structure from motion or Gaussian splatting, these are the points of a tight mesh (high res for the video) that a robot can use in real time to plan a path using any open-source planner. The flight you experience through the world is the actual state estimate of the scanner which is published at IMU rate. Yes, currently we have some artefacts of filtered-out humans (GDPR compliant of course :) ) and moving cars and there is still some calibration that could be improved. Offline refinement with SFM and Gaussian splats is possible as well but currently not on the road map. What is on the road map is an exciting step of now being able to collect data from customers at construction sites and in warehouses (currently handheld in the near future with a robot). This data can then be used by our physical agents to reason within this world and automate any customer’s task related to 3D data. If you have anyone who wastes time manually looking 👀 through 3D data, or cannot collect enough 3D data and interpret: Tell me how to reach them!
1:15

I am happy to be finally able to post what I was able to build over the last few weeks. A full real-time high-frequency state estimation and mapping algorithm completely written line by line from scratch in Rust, which can be used by robots to navigate and reason within the 3D world also in complicated scenarios. TBH this took me longer than expected (which was still super fast :D) but you need to get a lot right: From the sensors over the drivers to their respective estimation pipeline and then fusing everything together - a covariance nightmare - and something that can be refined over years to come (currently using Fisher Information from the real measurements). What you see here is not the output of some structure from motion or Gaussian splatting, these are the points of a tight mesh (high res for the video) that a robot can use in real time to plan a path using any open-source planner. The flight you experience through the world is the actual state estimate of the scanner which is published at IMU rate. Yes, currently we have some artefacts of filtered-out humans (GDPR compliant of course :) ) and moving cars and there is still some calibration that could be improved. Offline refinement with SFM and Gaussian splats is possible as well but currently not on the road map. What is on the road map is an exciting step of now being able to collect data from customers at construction sites and in warehouses (currently handheld in the near future with a robot). This data can then be used by our physical agents to reason within this world and automate any customer’s task related to 3D data. If you have anyone who wastes time manually looking 👀 through 3D data, or cannot collect enough 3D data and interpret: Tell me how to reach them!

Benedikt Seidel

16,656 次观看 • 3 个月前

WARNING DISTURBING IMAGES🚨 This video is from a secret animal testing lab in Hamburg, Germany. These labs are all over the world and they conduct the most cruel and depraved “experiments” you could imagine on monkeys, puppies, piglets and pretty much any other animal you can think of. It’s all done under the banner of “scientific progress” and it is legal.
2:34

WARNING DISTURBING IMAGES🚨 This video is from a secret animal testing lab in Hamburg, Germany. These labs are all over the world and they conduct the most cruel and depraved “experiments” you could imagine on monkeys, puppies, piglets and pretty much any other animal you can think of. It’s all done under the banner of “scientific progress” and it is legal.

Champagne Joshi

49,450 次观看 • 2 年前

Like play like play we are doing it. Hi, my name is Kwaku Effa, Founder of Aaenics . We are one of Ghana’s fastest growing tech and robotics companies. One of our major operation is the designing and setting up of Makerspaces, STEM and Robotics labs and the supply of equipment for the same. Over the years we have set up about 20 labs and counting across various regions in Ghana for both private and public institutions. As software and digital literacy is on the rise in Ghana we owe it to the economy to also contribute to hardware technology creation and knowledge acquisition of the same. *Our commitment to contribute to this is seen in our model labs and our locally designed and manufactured education technologies and STEM products* We believe that these labs and makerspace are a critical infrastructure for the advancement of tech and robotics knowledge acquisition and adoption of the same in Ghana. A big hello to our future clients who will be inviting us to fund the establishment of more makerspaces and hardware labs in both educational and general community settings. We are proud to carry a vision that wants Ghana to own its local solutions, and we thank all parties and clients for helping in the execution of the same. Have a fruitful week ahead! Aaenics, Circuiting the future!
0:21

Like play like play we are doing it. Hi, my name is Kwaku Effa, Founder of Aaenics . We are one of Ghana’s fastest growing tech and robotics companies. One of our major operation is the designing and setting up of Makerspaces, STEM and Robotics labs and the supply of equipment for the same. Over the years we have set up about 20 labs and counting across various regions in Ghana for both private and public institutions. As software and digital literacy is on the rise in Ghana we owe it to the economy to also contribute to hardware technology creation and knowledge acquisition of the same. *Our commitment to contribute to this is seen in our model labs and our locally designed and manufactured education technologies and STEM products* We believe that these labs and makerspace are a critical infrastructure for the advancement of tech and robotics knowledge acquisition and adoption of the same in Ghana. A big hello to our future clients who will be inviting us to fund the establishment of more makerspaces and hardware labs in both educational and general community settings. We are proud to carry a vision that wants Ghana to own its local solutions, and we thank all parties and clients for helping in the execution of the same. Have a fruitful week ahead! Aaenics, Circuiting the future!

Kwaku Effa

10,117 次观看 • 4 个月前

You can explore these AI-generated worlds on #VisionPro in 2 ways 👇 Option 1 is to get a link directly from Marble, the platform from World Labs that has recently opened beta access and allows users to use a prompt image to generate worlds as #GaussianSplatting. You just click on share and get a link you can input in your browser's headset. The viewer has several limitations since you cannot adjust scale, set the starting point or navigate the scene freely. Option 2 is to use Supersplat from Will Eastcott and his team. There you can do some editing and once in VR you can navigate around, looking and pinching to explore the generated portions of the model more freely. If you are into Gaussian Splatting and #VR remember to check out the list of updated tools that allow you to experience Gaussian Splatting in any headset. Just subscribe to my newsletter (link on top of my profile) and you will get it dircetly in your inbox.
1:31

You can explore these AI-generated worlds on #VisionPro in 2 ways 👇 Option 1 is to get a link directly from Marble, the platform from World Labs that has recently opened beta access and allows users to use a prompt image to generate worlds as #GaussianSplatting. You just click on share and get a link you can input in your browser's headset. The viewer has several limitations since you cannot adjust scale, set the starting point or navigate the scene freely. Option 2 is to use Supersplat from Will Eastcott and his team. There you can do some editing and once in VR you can navigate around, looking and pinching to explore the generated portions of the model more freely. If you are into Gaussian Splatting and #VR remember to check out the list of updated tools that allow you to experience Gaussian Splatting in any headset. Just subscribe to my newsletter (link on top of my profile) and you will get it dircetly in your inbox.

Gabriele Romagnoli

24,881 次观看 • 11 个月前

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.
2:46

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 🌐

347,379 次观看 • 3 个月前

BREAKING: Mayor Zohran Kwame Mamdani just announced COGE (Commission of Government Efficiency) and he takes a shot at Elon Musk in the process. "COGE, COGE, yes. Now, Elon Musk manipulated the fact that so many people across this country want to see a government that is more efficient. He used that as a justification to simply slash and burn so much of the services that Americans rely on. What we are speaking about is a sincere fulfillment of a vision that ensures that city government is operating with the same level of focus that a working class New Yorker is when they're trying to balance their bills. And that means looking at the processes we have, that means looking at the procedures of city government, and that means looking at anything we can do to deliver a more efficient and more excellent government... It's just the name and what it should have been. I think government efficiency, these are words that somehow have been understood as if they are Republican priorities when in fact they are the priorities of anyone who believes in the public sector. And yet Elon Musk took that language and used it to cut as many jobs that were as critical as possible for so many of the neediest people across the country and across the world. Ours is going to be a focus on actually delivering efficiency, not as a byword for cutting services, but actually a sincere commitment to efficiency."
1:18

BREAKING: Mayor Zohran Kwame Mamdani just announced COGE (Commission of Government Efficiency) and he takes a shot at Elon Musk in the process. "COGE, COGE, yes. Now, Elon Musk manipulated the fact that so many people across this country want to see a government that is more efficient. He used that as a justification to simply slash and burn so much of the services that Americans rely on. What we are speaking about is a sincere fulfillment of a vision that ensures that city government is operating with the same level of focus that a working class New Yorker is when they're trying to balance their bills. And that means looking at the processes we have, that means looking at the procedures of city government, and that means looking at anything we can do to deliver a more efficient and more excellent government... It's just the name and what it should have been. I think government efficiency, these are words that somehow have been understood as if they are Republican priorities when in fact they are the priorities of anyone who believes in the public sector. And yet Elon Musk took that language and used it to cut as many jobs that were as critical as possible for so many of the neediest people across the country and across the world. Ours is going to be a focus on actually delivering efficiency, not as a byword for cutting services, but actually a sincere commitment to efficiency."

Ed Krassenstein

525,423 次观看 • 3 个月前

We are developing a new design paradigm that enables seamless integration of 2D and 3D on the same canvas in real time. No need for plugins or cumbersome workflows. It's all connected in a single place. All systems (frames, layouts, booleans, vectors, effects, etc.) work in sync across 2D and 3D, non-destructively. This is the starting point of a fully multi-dimensional design process. At some point in the near future, people won't need to refer to '3d design' as a separate part of the process, because it will be all part of the same system. The following is a demo of this in the works within Hana (a design canvas). We will ship this latest development in about a week.
0:50

We are developing a new design paradigm that enables seamless integration of 2D and 3D on the same canvas in real time. No need for plugins or cumbersome workflows. It's all connected in a single place. All systems (frames, layouts, booleans, vectors, effects, etc.) work in sync across 2D and 3D, non-destructively. This is the starting point of a fully multi-dimensional design process. At some point in the near future, people won't need to refer to '3d design' as a separate part of the process, because it will be all part of the same system. The following is a demo of this in the works within Hana (a design canvas). We will ship this latest development in about a week.

Spline

56,203 次观看 • 7 个月前

They all know exactly what's going on and when. The video itself is a 🧵 of videos about the same topic. The Obamas were well aware of the future. I have something in here to confirm it & they even mention what. This is the only real takeaway from Leave the World Behind and other similar predictive programming to it. The rest doesn't matter nearly as much because it is real and it was unleashed.
8:08

They all know exactly what's going on and when. The video itself is a 🧵 of videos about the same topic. The Obamas were well aware of the future. I have something in here to confirm it & they even mention what. This is the only real takeaway from Leave the World Behind and other similar predictive programming to it. The rest doesn't matter nearly as much because it is real and it was unleashed.

AbsoluteAutism

464,316 次观看 • 1 年前