Tagged articles

image-to-3D

3 articles · Page 1 of 1
Machine Heart
Machine Heart
Sep 28, 2026 · Artificial Intelligence

SceneMosaic: Fast, Diverse 3D Scene Generation from a Single Image

SceneMosaic generates diverse, physically valid 3D room layouts from a single image by combining image priors for speed, agent-based layout evolution for accuracy, and local patch decomposition for combinatorial diversity, achieving 24x speedup over baselines with zero collision rate.

3D scene generationSceneMosaicagent-based
0 likes · 12 min read
SceneMosaic: Fast, Diverse 3D Scene Generation from a Single Image
Design Hub
Design Hub
Dec 18, 2025 · Artificial Intelligence

From Images to 3D and Flat to Layered: Two AI Technologies Set to Reshape Design Workflows

The article examines Microsoft’s open‑source T‑RELLIS .2 model that turns 2D sketches into high‑fidelity 3D assets in seconds and Qwen‑Image‑Layered, a diffusion‑based system that decomposes images into editable RGBA layers, highlighting their architectures, performance benchmarks, and implications for designers.

AIQwen-Image-LayeredT-RELLIS
0 likes · 8 min read
From Images to 3D and Flat to Layered: Two AI Technologies Set to Reshape Design Workflows