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Continuing my 3D Gaussian splats pipeline iteration... This time I get closer. Here’s a quick test comparing training steps: 12 million splats + 60k steps vs. 6 million splats at 40k steps. The number of splats clearly impacts the level of detail. But I keep in mind the trade-offs...

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Hugues Bruyère

7,921 subscribers

17,451 次观看 • 1 年前 •via X (Twitter)

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8 条评论

Mr. Moo 的头像
Mr. Moo1 年前

Incredible.

Quarter Life Crisis 🛏️🛁💤🧳 的头像
Quarter Life Crisis 🛏️🛁💤🧳1 年前

What are you using? What does the mesh look like if you convert it/open it in 3D?

ScratchedWinter 的头像
ScratchedWinter1 年前

very cool

Kitae Kim 的头像
Kitae Kim1 年前

looking great! Can you send me this file so I can stress test it in @Foveate3d and see how well it works?

Arhan Jain 的头像
Arhan Jain1 年前

looks great - what are you using for this? Is this also a mesh, or only rendering? I hear that nerfs tend to be better for meshes than gsplats but this is quite convincing

Hugues Bruyère 的头像
Hugues Bruyère1 年前

The alignment is done using Reality Capture, and the 3D GS training and rendering is done using PostShot. Next I will be doing the same but using NeRFStudio.

j oh nn t 的头像
j oh nn t1 年前

The details are you have any youtube channel ?

Hugues Bruyère 的头像
Hugues Bruyère1 年前

Yes I will be posting a video there in the coming days.

相关视频

Simple repulsion force revealing the colors within the 3D Gaussian splats. Real-time rendering in Unity. #3DGaussianSplats #madewithunity #unity3d #3DScan #memories #Montreal
0:47

Simple repulsion force revealing the colors within the 3D Gaussian splats. Real-time rendering in Unity. #3DGaussianSplats #madewithunity #unity3d #3DScan #memories #Montreal

Hugues Bruyère

87,152 次观看 • 1 年前

Hosting a 3D Gaussian Splatting study session soon. Made a quick video comparing point cloud vs Gaussian Splats vs trained result, all with the same number of points. Hope it sparks some interest in #3DGS among the attendees.
1:51

Hosting a 3D Gaussian Splatting study session soon. Made a quick video comparing point cloud vs Gaussian Splats vs trained result, all with the same number of points. Hope it sparks some interest in #3DGS among the attendees.

Takashi Yoshinaga

17,593 次观看 • 2 个月前

I've been implementing multi-object combined LODs (actual LODs this time) for gaussian splats. It is insanely cool, due to the way I select LOD's I *always* render the same amount of splats no matter how many splats are in the scene. This scene has 108M total combined splats.
1:10

I've been implementing multi-object combined LODs (actual LODs this time) for gaussian splats. It is insanely cool, due to the way I select LOD's I *always* render the same amount of splats no matter how many splats are in the scene. This scene has 108M total combined splats.

Mykhailo Moroz

33,339 次观看 • 19 天前

3D Gaussian Splats are cool, but they're static (Part 33). GGHead can generate and render 3D heads at 1K resolution in real-time.
0:41

3D Gaussian Splats are cool, but they're static (Part 33). GGHead can generate and render 3D heads at 1K resolution in real-time.

Dreaming Tulpa 🥓👑

104,538 次观看 • 2 年前

You can enter the mirror dimension with 3D Gaussian Splats. 🙃
0:30

You can enter the mirror dimension with 3D Gaussian Splats. 🙃

Will Eastcott

74,505 次观看 • 7 个月前

For the people asking about 3D printing gaussian splats, this is honestly amazing.
0:30

For the people asking about 3D printing gaussian splats, this is honestly amazing.

Radiance Fields

190,738 次观看 • 15 天前

Instant Skinned Gaussian Avatars for Web, Mobile and VR Applications Short summary: In our system, we animate a background 3D mesh and have the Gaussian splats follow the mesh’s vertices. During preprocessing, splats are assigned to mesh vertices, and their relative transformations are stored. Once this data is saved, you can instantly use it in your applications without further preprocessing. At runtime, we animate the background 3D mesh, update the Gaussian splats in parallel, and resort all Gaussian splats every frame based on the viewer’s perspective.
1:10

Instant Skinned Gaussian Avatars for Web, Mobile and VR Applications Short summary: In our system, we animate a background 3D mesh and have the Gaussian splats follow the mesh’s vertices. During preprocessing, splats are assigned to mesh vertices, and their relative transformations are stored. Once this data is saved, you can instantly use it in your applications without further preprocessing. At runtime, we animate the background 3D mesh, update the Gaussian splats in parallel, and resort all Gaussian splats every frame based on the viewer’s perspective.

MrNeRF

66,016 次观看 • 8 个月前

3D Gaussian Splats are cool, but they're static (Part 13). VR-GS makes it possible for users to interact with 3D Gaussian kernels in VR and can generate realistic dynamic responses and illumination in real-time.
0:30

3D Gaussian Splats are cool, but they're static (Part 13). VR-GS makes it possible for users to interact with 3D Gaussian kernels in VR and can generate realistic dynamic responses and illumination in real-time.

Dreaming Tulpa 🥓👑

73,759 次观看 • 2 年前

Getting my hands dirty with 30 Gaussian splats scanned in my garden. Is this the most splats ever in a single shot? Made with the support of Lenovo Snapdragon and the new Gaussian Splatting plugin by irrealix
0:37

Getting my hands dirty with 30 Gaussian splats scanned in my garden. Is this the most splats ever in a single shot? Made with the support of Lenovo Snapdragon and the new Gaussian Splatting plugin by irrealix

Paul Trillo

90,946 次观看 • 1 年前

BIG NEWS: Introducing SDF-Splats! 🚨 I just solved one of the biggest problems in 3D Gaussian Splatting: GAPS & HOLES! 🕳️❌ My hybrid approach combines: ✨ Explicit Gaussian Splats (for detail) ✨ Implicit SDFs (for continuity) The result? Seamless 3D reconstruction with NO visible holes, NO transparency artifacts, and REAL-TIME performance at 30-60 FPS! 🔥 Traditional Gaussian Splatting looks amazing but breaks apart in under-sampled regions. SDF-Splats fills every gap using on-demand raymarching through signed distance fields—zero preprocessing, zero neural nets, pure GPU magic! ⚡ Read the full research paper: #GaussianSplatting #SDF Radiance Fields MrNeRF #RealTime3D #VR #3DReconstruction #AIResearch
0:20

BIG NEWS: Introducing SDF-Splats! 🚨 I just solved one of the biggest problems in 3D Gaussian Splatting: GAPS & HOLES! 🕳️❌ My hybrid approach combines: ✨ Explicit Gaussian Splats (for detail) ✨ Implicit SDFs (for continuity) The result? Seamless 3D reconstruction with NO visible holes, NO transparency artifacts, and REAL-TIME performance at 30-60 FPS! 🔥 Traditional Gaussian Splatting looks amazing but breaks apart in under-sampled regions. SDF-Splats fills every gap using on-demand raymarching through signed distance fields—zero preprocessing, zero neural nets, pure GPU magic! ⚡ Read the full research paper: #GaussianSplatting #SDF Radiance Fields MrNeRF #RealTime3D #VR #3DReconstruction #AIResearch

Daniel Skaale

21,031 次观看 • 7 个月前

Spark 2.0 Developer Preview is now available: introducing Level-of-Detail (LoD) rendering and streaming for world-scale Gaussian Splats on the web. Learn more ↓
0:34

Spark 2.0 Developer Preview is now available: introducing Level-of-Detail (LoD) rendering and streaming for world-scale Gaussian Splats on the web. Learn more ↓

spark

231,458 次观看 • 4 个月前

The level of realism achievable with 3D Gaussian Splats continues to get better and better. Show me a better GPU-rendered tomato, I dare you! 🍅 #SuperSplat Credit: Simon Bethke
0:30

The level of realism achievable with 3D Gaussian Splats continues to get better and better. Show me a better GPU-rendered tomato, I dare you! 🍅 #SuperSplat Credit: Simon Bethke

Will Eastcott

47,438 次观看 • 9 个月前

Its really fun exploring a whole city in VR in gaussian splats😍 I've uploaded 80M splats this time, exactly at the world size limit in VRChat. My recent performance improvements also made it quite a bit faster than before.
2:15

Its really fun exploring a whole city in VR in gaussian splats😍 I've uploaded 80M splats this time, exactly at the world size limit in VRChat. My recent performance improvements also made it quite a bit faster than before.

Mykhailo Moroz

17,944 次观看 • 21 天前

i like big splats and i cannot lie. you can now compress, tile and stream city scale 3d gaussian splats -- glTF has an official 3DGS extension now too. this is what the future of google earth looks like. no more broccoli trees. no more melted powerlines. immaculate ground level detail that actually holds up.
0:33

i like big splats and i cannot lie. you can now compress, tile and stream city scale 3d gaussian splats -- glTF has an official 3DGS extension now too. this is what the future of google earth looks like. no more broccoli trees. no more melted powerlines. immaculate ground level detail that actually holds up.

Bilawal Sidhu

59,969 次观看 • 1 个月前

🚀 Just created something completely new! I Rewrote Apple's Sharp to generate 3D Gaussian Splats from a single 360° equirectangular image made from FLUX 2 (Flex) One equirectangular image → Full spherical 3DGS world! ✨ New web interface - drag & drop your pano, select quality, download PLY ⚡ 2-3 sec on a older laptop Quality tiers: ▫️ Low: 500K splats ▫️ Medium: 2M splats ▫️ High: 4.7M splats ▫️ Ultra: 8.4M splats The pipeline: 360° depth estimation from equirectangular input Spherical projection maps pixels → 3D points Each point becomes a Gaussian with depth-scaled radius - Export to standard PLY for any 3DGS viewer (Unity) No multi-view capture. No COLMAP. No NeRF training. Just upload a pano, pick quality, get your splats. #3DGS #GaussianSplatting #ComputerVision #AI #madewithunity #Splats Sharp Monocular View Synthesis in Less Than a Second
0:27

🚀 Just created something completely new! I Rewrote Apple's Sharp to generate 3D Gaussian Splats from a single 360° equirectangular image made from FLUX 2 (Flex) One equirectangular image → Full spherical 3DGS world! ✨ New web interface - drag & drop your pano, select quality, download PLY ⚡ 2-3 sec on a older laptop Quality tiers: ▫️ Low: 500K splats ▫️ Medium: 2M splats ▫️ High: 4.7M splats ▫️ Ultra: 8.4M splats The pipeline: 360° depth estimation from equirectangular input Spherical projection maps pixels → 3D points Each point becomes a Gaussian with depth-scaled radius - Export to standard PLY for any 3DGS viewer (Unity) No multi-view capture. No COLMAP. No NeRF training. Just upload a pano, pick quality, get your splats. #3DGS #GaussianSplatting #ComputerVision #AI #madewithunity #Splats Sharp Monocular View Synthesis in Less Than a Second

Daniel Skaale

73,120 次观看 • 6 个月前

3D Gaussian Splatting inside Godot🎮 Instead of forcing splats into a mesh pipeline, this project adds a separate rendering pass🤩 and blends it after mesh rendering. And yeah, it’s fully open source🥳
0:23

3D Gaussian Splatting inside Godot🎮 Instead of forcing splats into a mesh pipeline, this project adds a separate rendering pass🤩 and blends it after mesh rendering. And yeah, it’s fully open source🥳

KIRI Engine - 3D Scanner App

19,209 次观看 • 3 个月前

PlayCanvas Engine v2.13.0 is here 🚀 Your free and open source 3D engine for the web ✅ Streamed LOD system for 3D Gaussian Splats ✅ Splat shader effects framework ✅ Globally sorted splats [1 / 2]
1:09

PlayCanvas Engine v2.13.0 is here 🚀 Your free and open source 3D engine for the web ✅ Streamed LOD system for 3D Gaussian Splats ✅ Splat shader effects framework ✅ Globally sorted splats [1 / 2]

PlayCanvas

37,210 次观看 • 7 个月前

🔵 3D Gaussian splats are now available in the Cesium and 3D Tiles ecosystems, including CesiumJS, Cesium for Unreal, and Cesium ion. Learn more and get started:
0:58

🔵 3D Gaussian splats are now available in the Cesium and 3D Tiles ecosystems, including CesiumJS, Cesium for Unreal, and Cesium ion. Learn more and get started:

Cesium

31,372 次观看 • 2 个月前

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

34,299 次观看 • 3 个月前