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The digital solution for your professional 2D animation projects.

Professional AI-driven 8K seamless PBR texture generation for enterprise 3D workflows.

WithPoly (often referred to as Poly.ai) represents the frontier of neural material synthesis as of 2026. Architecturally, it utilizes a specialized Latent Diffusion Model (LDM) fine-tuned on physically based rendering (PBR) datasets. Unlike generic image generators, WithPoly is engineered to maintain spatial consistency across UV layouts, ensuring 100% seamless tiling without visible seams or repetitive artifacts. The platform provides a full suite of material maps—including Albedo, Normal, Displacement, Roughness, and Ambient Occlusion—derived from single text prompts or image references. In the 2026 market, it has positioned itself as an essential middle-layer tool for AAA game studios and architectural visualization firms, bridging the gap between concept art and production-ready assets. Its enterprise tier offers private model fine-tuning, allowing studios to ingest their internal material libraries to maintain stylistic consistency across massive open-world environments. The infrastructure is built on a high-throughput API designed for procedural generation within game engines like Unreal Engine 5.4+ and Unity, significantly reducing the manual labor traditionally required for environment texturing.
WithPoly (often referred to as Poly.
Explore all tools that specialize in text-to-texture. This domain focus ensures WithPoly (Poly.ai) delivers optimized results for this specific requirement.
Uses boundary-aware convolution layers to ensure that opposing edges of a texture have perfectly matching pixel gradients.
Generative adversarial network (GAN) optimized for architectural surfaces to add hyper-realistic micro-detail.
Simultaneous generation of Albedo, Normal, Displacement, Roughness, and Ambient Occlusion from a single latent vector.
Allows users to upload a style reference image to guide the color and aesthetic of the generated material.
WebGL-based viewport using physically based shading to visualize the texture on spheres, cubes, or custom meshes.
Small-scale permutations of the noise seed to create non-repeating variations of the same material type.
Direct bridge to Blender, Unreal Engine 5, Unity, and Maya.
Create an enterprise account via withpoly.com/enterprise.
Define your project workspace and invite team collaborators via the dashboard.
Select the 'Material' generation mode from the primary navigation.
Input a descriptive prompt including material properties (e.g., 'Weathered industrial concrete, high roughness, 4k').
Upload a reference image to guide the AI on specific color palettes or grain patterns.
Use the 'Seed' control to iterate on variations while maintaining structural composition.
Toggle the 'Seamless' engine to verify tiling across a 3x3 grid in the preview window.
Select 'Generate Maps' to produce the full PBR stack (Normal, Displacement, etc.).
Utilize the 8K Upscaler to refine micro-details for hero assets.
Export directly to local disk or sync via the Poly Blender/Unreal Engine plugin.
All Set
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Verified feedback from other users.
"Users praise the seamless tiling accuracy and the high quality of the Normal maps compared to traditional software like BoundingBox or manual Photoshop work."
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