Feature

Hexagonal Tiling

Revolutionary tiling system that enables seamless 360-degree panorama generation through mathematically optimal hexagonal tessellation

Hexagonal Tiling System Visualization

The hexagonal tiling system is the mathematical foundation that makes seamless 360-degree panorama generation possible. By dividing the spherical surface into precisely positioned hexagonal tiles, 360 Hextile can process each region independently while maintaining perfect continuity across the entire panorama.

How It Works

1

Spherical Projection

The equirectangular image is mathematically mapped onto a sphere, preserving angular relationships and enabling accurate tile placement regardless of latitude.

2

Hexagonal Tessellation

The sphere is divided into uniformly-sized hexagonal regions using geodesic projection, ensuring each tile covers approximately equal surface area.

3

Seamless Blending

Each processed tile is blended back using pre-computed gradient masks that ensure smooth transitions with zero visible seams at tile boundaries.

Why Hexagons?

Even Distribution

Hexagons tile a sphere more evenly than squares, avoiding the extreme distortion that occurs at the poles with traditional rectangular grids. Each tile covers approximately equal area.

More Neighbors

Each hexagon touches 6 neighbors (vs. 4 for squares), providing more context for AI models during inpainting and enabling smoother propagation of generated content.

Natural Overlap

The geometry of hexagons creates natural overlap zones perfect for gradient blending. This eliminates the harsh edge artifacts common with rectangular tile approaches.

Efficient Processing

Fewer tiles needed to cover the same area compared to squares at equivalent overlap. This means faster processing and lower VRAM usage without sacrificing quality.

Rendering Templates

13 built-in templates — choose the right balance of speed, detail, and geometry for your project

Standard & Pro Primary Hextile Templates

20

Fast Template

20 tiles for rapid iteration

  • Quickest processing time
  • Ideal for previews and testing
  • Lowest VRAM requirements
  • Best for quick previews
32

Balanced Template

32 tiles for quality and speed

  • Best quality-to-speed ratio
  • Suitable for most projects
  • Good detail preservation
  • Best for 2K-4K output
44

Detail Template

44 tiles for higher fidelity

  • Highest built-in detail
  • Ideal for final production
  • Best for complex scenes
  • Best for 4K-8K output

Standard & Pro Specialized Geometry Variants

12

Dodecahedron Templates

8 variants — blur, FOV, and color-shifted

12-face dodecahedral geometry with 8 specialized variants optimized for different blending modes, blur levels, and field-of-view settings.

26

Rhombicuboctahedron

26 faces — high coverage geometry

Archimedean solid with 26 faces providing excellent spherical coverage and even tile distribution — a unique geometry option between the 20 and 32 tile Hextile templates.

Hexagons vs. Squares

Traditional square grids create visible seam patterns, especially at high latitudes where tiles become extremely distorted. Hexagonal tiling eliminates these artifacts.

Square grids: 4 neighbors, corner artifacts
Hexagonal grids: 6 neighbors, smooth blending
Square grids: Polar distortion up to 300%
Hexagonal grids: Even distribution pole to pole

Comparison Image

Intelligent Propagation

Multiple strategies for tile processing order

Random

Process tiles in random order for organic, unpredictable results with maximum variation.

Spiral

Start from center and spiral outward, maintaining coherent context as generation expands.

Neighbor-based

Prioritize tiles with most completed neighbors for maximum context during generation.

Technical Specifications

Template Options 13 built-in (3 primary Hextile + Dodecahedron + Rhombicuboctahedron variants)
Tile Shape Regular hexagon with 1024x1024px extraction
Projection Method Geodesic spherical mapping
Blending Pre-computed gradient masks with feathered edges
Overlap Zone ~15% of tile radius for seamless transitions
GPU Acceleration CUDA via CuPy for projection math
Propagation Strategies Random, Spiral, Neighbor-based
Output Resolutions 2K to 8K equirectangular
Availability Included

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