AI Texture Forge
Professional-grade Generative PBR Workflows for Real-time 3D Engines.
Professional-grade 8K PBR texture generation from text or image prompts for 3D artists.
WithPoly (commonly known as Poly.ai) represents the frontier of AI-driven material science in the digital asset space. As of 2026, its architecture leverages Latent Diffusion Models (LDM) specifically fine-tuned for the generation of seamless, tileable PBR (Physically Based Rendering) maps. Unlike standard image generators, WithPoly's engine synthesizes mathematically coherent Albedo, Normal, Roughness, Displacement, and Ambient Occlusion maps simultaneously. This technical approach ensures that materials react realistically to lighting within engines like Unreal Engine 5.4+ and Unity. The tool is positioned as a critical middle-ware for architectural visualization and high-fidelity game development, drastically reducing the labor-intensive process of photogrammetry or manual substance painting. Its 2026 market position is defined by its 'infinite-resolution' upscaling capabilities and its seamless integration into USD (Universal Scene Description) workflows, catering to the rising demand for spatial computing and digital twin environments.
Generates five synchronized PBR maps from a single prompt using a proprietary neural network architecture.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Algorithms analyze edge pixel density to create perfect 360-degree wrap-around textures.
Uses a GAN-based architecture specifically trained on high-resolution scan data.
Utilizes Vision Transformers to extract style and depth from uploaded source images.
Web-based WebGL previewer with customizable lighting environments.
Native bridges for Blender, Unreal Engine 5, and Unity.
Vector-based search for thousands of community-generated materials.
Finding specific floor or wall textures that match a client's mood board is time-consuming.
Registry Updated:2/7/2026
Small teams lack the budget for massive photogrammetry libraries like Megascans.
Visualizing CMF (Color, Material, Finish) options without physical samples.