WithPoly AI Surface Generator

Freemium

Professional-grade 8K PBR texture generation from text or image prompts for 3D artists.

Capabilities: Seamless PBR map generation Text-to-Texture synthesis Image-to-Material conversion Automatic Map Extraction

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9.5

Protocol Reliability Score

Overview

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.