Texture Lab

Seed3D 1.0 is a foundation-model pipeline that takes a single input image and generates a simulation-ready 3D asset, including closed manifold geometry, UV-mapped textures, and physically-based rendering material maps, designed for immediate integration into physics engines and embodied-AI simulators. It uses a hybrid architecture combining a 3D variational autoencoder for latent geometry encoding, and a diffusion-transformer stack to generate detailed 3D shapes, followed by multi-view texture synthesis, PBR material estimation, and UV texture completion. The geometry branch produces watertight meshes with fine structural details (e.g., thin protrusions, holes, text), while the texture/material branch yields multi-view consistent albedo, metallic, and roughness maps at high resolution, enabling realistic appearance under varied lighting. Assets generated by Seed3D 1.0 require minimal cleanup or manual tuning.

Meshy is a 3D generative AI production suite. Use our AI texturing and AI modeling tools to accelerate 3D content creation. Our AI texturing tool allows artists to choose either text prompts or 2D concept art, as well as an untextured model as input. AI will do the automatic texturing for your model in less than 3 minutes. With our art-directable AI modeling tool, artists can easily craft 3D models from reference images or text prompts, without having to use 3D sculpting or scanning tools like ZBrush or RealityCapture, while still generating impressive, high-poly 3D models. Stop losing days for modeling and texturing. 3D can be done in minutes. Generate 3D directly from 2D. No need to be a professional prompter. Upload your model and write anything you can imagine with the model in the prompt box. You'll receive a textured model in only less than 3 minutes! Our goal is to automate the whole 3D production pipeline with generative AI.