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.FrogmanDev shared a cool trick for creating under-surface ice fracturing in 3D. The depth comes from real geometry:

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80 LEVEL

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34,685 görüntüleme • 5 ay önce •via X (Twitter)

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I prompted Omma to build a #threejs app with real dynamic lighting on a 3D mesh - generated from a single image, using Depth Anything v2 + Transformers from Hugging Face ⚡ Depth estimation in the browser 🫧 3D mesh from the depth map 💡 Dynamic lighting reacting to the geometry No manual code. Pure AI prompting. The future of 3D on the web feels wide open.
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I prompted Omma to build a #threejs app with real dynamic lighting on a 3D mesh - generated from a single image, using Depth Anything v2 + Transformers from Hugging Face ⚡ Depth estimation in the browser 🫧 3D mesh from the depth map 💡 Dynamic lighting reacting to the geometry No manual code. Pure AI prompting. The future of 3D on the web feels wide open.

Joseph Azar

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Apple drops a new 3D model generator, LiTo > Learns geometry + appearance together in a unified 3D latent space > Turns RGB-D images into a compact surface light field > Recreates specular highlights under complex lighting > Generates 3D objects from a single image with input-consistent materials Big step toward more realistic 3D generation
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Apple drops a new 3D model generator, LiTo > Learns geometry + appearance together in a unified 3D latent space > Turns RGB-D images into a compact surface light field > Recreates specular highlights under complex lighting > Generates 3D objects from a single image with input-consistent materials Big step toward more realistic 3D generation

AI Search

13,078 görüntüleme • 4 ay önce

Depth is starting to feel less like an image… and more like geometry. InfiniDepth (open source) pushes exactly in that direction🤩 Depth is no longer just a map. It’s becoming a geometry representation. Single image → depth → 3DGS🥳 It’s not replacing real-world capture, but it’s definitely changing how image-to-3D works.
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Depth is starting to feel less like an image… and more like geometry. InfiniDepth (open source) pushes exactly in that direction🤩 Depth is no longer just a map. It’s becoming a geometry representation. Single image → depth → 3DGS🥳 It’s not replacing real-world capture, but it’s definitely changing how image-to-3D works.

KIRI Engine - 3D Scanner App

26,777 görüntüleme • 6 ay önce

Took it further with Omma AI, (Spline ) now it works on video, and everything working in a Web Browser. Drop a video, Depth Anything v2 calculates the depth map frame by frame, and Three.js renders a fully lit 3D mesh in real time. Depth estimation on video in the browser +Automatic baking pass + Dynamic lighting reacting to the geometry #vibecoding #threejs #webgl
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Took it further with Omma AI, (Spline ) now it works on video, and everything working in a Web Browser. Drop a video, Depth Anything v2 calculates the depth map frame by frame, and Three.js renders a fully lit 3D mesh in real time. Depth estimation on video in the browser +Automatic baking pass + Dynamic lighting reacting to the geometry #vibecoding #threejs #webgl

Joseph Azar

148,148 görüntüleme • 5 ay önce

MoGe‑3 is now available in ComfyUI. fine-detail monocular 3D geometry from open-domain images recovers metric point/depth/normal maps + FOV in one pass
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MoGe‑3 is now available in ComfyUI. fine-detail monocular 3D geometry from open-domain images recovers metric point/depth/normal maps + FOV in one pass

Wildminder

14,956 görüntüleme • 10 gün önce

Meet MapAnything – a transformer that directly regresses factored metric 3D scene geometry (from images, calibration, poses, or depth) in an end-to-end way. No pipelines, no extra stages. Just 3D geometry & cameras, straight from any type of input, delivering new state-of-the-art results 🚀 One universal model enables SoTA for: 🔥 Mono Depth Estimation 🔥 Multi-View SfM 🔥 Multi-View Stereo 🔥 Depth Completion 🔥 Registration … and many more possibilities! – plus everything is metric 🎯 We release code for data processing, training, benchmarking & ablations – everything Apache 2.0! Details & Links 👇
1:30

Meet MapAnything – a transformer that directly regresses factored metric 3D scene geometry (from images, calibration, poses, or depth) in an end-to-end way. No pipelines, no extra stages. Just 3D geometry & cameras, straight from any type of input, delivering new state-of-the-art results 🚀 One universal model enables SoTA for: 🔥 Mono Depth Estimation 🔥 Multi-View SfM 🔥 Multi-View Stereo 🔥 Depth Completion 🔥 Registration … and many more possibilities! – plus everything is metric 🎯 We release code for data processing, training, benchmarking & ablations – everything Apache 2.0! Details & Links 👇

Nikhil Keetha

123,551 görüntüleme • 1 yıl önce

Uniform can create low poly game assets by sculpting directly to textures, creating the normal map in real time. No high poly meshes, no retopo, no baking. These the same geometry based tools used for high poly sculpting that properly react to surface shape and displacement.
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Uniform can create low poly game assets by sculpting directly to textures, creating the normal map in real time. No high poly meshes, no retopo, no baking. These the same geometry based tools used for high poly sculpting that properly react to surface shape and displacement.

Sparseal

716,837 görüntüleme • 2 yıl önce

Jim Morren shares a Blender tip on creating Depth Maps to enhance the Subsurface Scattering effect of your 3D characters. Master 3D Characters in Blender Course: #b3d #blender3d #3dsculpting #3dcharacter #3d #3dart #3dtexturing #3dcreature
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Jim Morren shares a Blender tip on creating Depth Maps to enhance the Subsurface Scattering effect of your 3D characters. Master 3D Characters in Blender Course: #b3d #blender3d #3dsculpting #3dcharacter #3d #3dart #3dtexturing #3dcreature

CG Boost

67,797 görüntüleme • 1 yıl önce

LiTo: Surface Light Field Tokenization (ICLR 2026) — new work from Apple MLR. LiTo learns a unified 3D representation of geometry + view-dependent appearance, capturing effects like specular highlights & Fresnel reflections, enabling high-fidelity 3D generation from single image.
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LiTo: Surface Light Field Tokenization (ICLR 2026) — new work from Apple MLR. LiTo learns a unified 3D representation of geometry + view-dependent appearance, capturing effects like specular highlights & Fresnel reflections, enabling high-fidelity 3D generation from single image.

Oncel Tuzel

43,329 görüntüleme • 6 ay önce

How workers in a coal mine still send signals to the surface from a depth of 2000 meters in some areas of the planet
1:44

How workers in a coal mine still send signals to the surface from a depth of 2000 meters in some areas of the planet

Massimo

90,818 görüntüleme • 4 ay önce

.Traslo shared a Super Hang-On-style racing prototype in Godot, recreating that classic pseudo-3D look using segmented tracks and projection for depth. 🏁 See the breakdown: #GodotEngine #gamedev
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.Traslo shared a Super Hang-On-style racing prototype in Godot, recreating that classic pseudo-3D look using segmented tracks and projection for depth. 🏁 See the breakdown: #GodotEngine #gamedev

Jettelly Inc.

30,911 görüntüleme • 5 ay önce

Apple just shared a sample of a simple yet very effective trick for building VR experiences. Everything that’s close to the user is 3D rendered and the rest is a skybox. HoloTour (from Asobo/HoloForge) extensively used this technique on HoloLens in 2015.
0:34

Apple just shared a sample of a simple yet very effective trick for building VR experiences. Everything that’s close to the user is 3D rendered and the rest is a skybox. HoloTour (from Asobo/HoloForge) extensively used this technique on HoloLens in 2015.

Tina Debove ᯅ

157,900 görüntüleme • 2 yıl önce

Tencent ARC releases GAE: a geometry-native latent space for 3D-consistent world generation GAE compresses 3,072-channel geometry features into a compact 128-channel latent that decodes into RGB, depth, camera trajectories, and point clouds from the same generated state. It halves camera-trajectory error and cuts FVD by up to 23% on standard benchmarks.
0:51

Tencent ARC releases GAE: a geometry-native latent space for 3D-consistent world generation GAE compresses 3,072-channel geometry features into a compact 128-channel latent that decodes into RGB, depth, camera trajectories, and point clouds from the same generated state. It halves camera-trajectory error and cuts FVD by up to 23% on standard benchmarks.

DailyPapers

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Extract accurate depth from your 3D gaussians! Fast, accurate, and easy to use. Code of RaDe-GS is released! project page: code: paper: No need to change your 3D GS representations, we propose a play-and-plug rasterizer to extract accurate depth and normal from 3D gaussians, leading to the possibility of high-quality geometry reconstruction. It's quite efficient and fast, achieving 0.69mm errors on DTU dataset in only 5 minutes. Very easy to adopt the rasterizer in your any 3dgs projects.
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Extract accurate depth from your 3D gaussians! Fast, accurate, and easy to use. Code of RaDe-GS is released! project page: code: paper: No need to change your 3D GS representations, we propose a play-and-plug rasterizer to extract accurate depth and normal from 3D gaussians, leading to the possibility of high-quality geometry reconstruction. It's quite efficient and fast, achieving 0.69mm errors on DTU dataset in only 5 minutes. Very easy to adopt the rasterizer in your any 3dgs projects.

Xiao-Xiao Long

31,305 görüntüleme • 2 yıl önce

GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views TL;DR: Are we witnessing the first steps towards 3DGS live streaming? Contributions: • We introduce a generalizable 3D Gaussian Splatting methodology that employs pixel-wise Gaussian parameter maps defined on 2D source image planes to formulate 3D Gaussians in a feed-forward manner. • We propose a fully differentiable framework composed of an iterative depth estimation module and a Gaussian parameter regression module. The intermediate depth prediction bridges the two components and allows them to benefit from joint training. • We introduce a regularization term and an epipolar attention mechanism to preserve geometry consistency between the two source views when using only rendering loss. Our method generalizes well to unseen characters even in complicated scenes. • We develop a real-time FVV system that achieves high-resolution rendering of characters in the scene without any geometry supervision.
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GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views TL;DR: Are we witnessing the first steps towards 3DGS live streaming? Contributions: • We introduce a generalizable 3D Gaussian Splatting methodology that employs pixel-wise Gaussian parameter maps defined on 2D source image planes to formulate 3D Gaussians in a feed-forward manner. • We propose a fully differentiable framework composed of an iterative depth estimation module and a Gaussian parameter regression module. The intermediate depth prediction bridges the two components and allows them to benefit from joint training. • We introduce a regularization term and an epipolar attention mechanism to preserve geometry consistency between the two source views when using only rendering loss. Our method generalizes well to unseen characters even in complicated scenes. • We develop a real-time FVV system that achieves high-resolution rendering of characters in the scene without any geometry supervision.

MrNeRF

25,893 görüntüleme • 1 yıl önce

A frozen lake in Switzerland reveals a unique phenomenon. Methane bubbles freeze beneath its surface, adorned with ice flowers, creating a tableau of surreal beauty.
0:24

A frozen lake in Switzerland reveals a unique phenomenon. Methane bubbles freeze beneath its surface, adorned with ice flowers, creating a tableau of surreal beauty.

Massimo

81,185 görüntüleme • 2 ay önce

Today we announced RTFM (Real-Time Frame Model) — a world model that generates frames in real time from any camera viewpoint. Unlike standard video models, RTFM understands 3D geometry. You can literally move the camera through the generated world. 🎥👇
2:21

Today we announced RTFM (Real-Time Frame Model) — a world model that generates frames in real time from any camera viewpoint. Unlike standard video models, RTFM understands 3D geometry. You can literally move the camera through the generated world. 🎥👇

Keunhong Park

15,823 görüntüleme • 11 ay önce

Daniel Martínez Lara shared a new test to demonstrate Clay Pencil, Blender 🔶 4.3's Grease Pencil enhanced with Geometry Nodes, converting 2D animations into 3D in real-time. Releasing next week: #b3d #blender3d #blender #geonodes #3danimation #3dart
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Daniel Martínez Lara shared a new test to demonstrate Clay Pencil, Blender 🔶 4.3's Grease Pencil enhanced with Geometry Nodes, converting 2D animations into 3D in real-time. Releasing next week: #b3d #blender3d #blender #geonodes #3danimation #3dart

80 LEVEL

29,980 görüntüleme • 1 yıl önce

It seems like Joe Budden is tired of carrying the podcast every episode. He calls out Ice and Ish for the way they podcast—the lack of entertainment value they bring, how they talk in circles, their surface-level speaking without any real foresight or depth etc
1:28

It seems like Joe Budden is tired of carrying the podcast every episode. He calls out Ice and Ish for the way they podcast—the lack of entertainment value they bring, how they talk in circles, their surface-level speaking without any real foresight or depth etc

NBA Hoops

371,414 görüntüleme • 7 ay önce