ComfyUI Node
🧮 Smart Tile Calculator V5.1 (Vectorized)
A ComfyUI node in ArchAi3d/Upscaling/Smart Tile with 11 inputs and 13 outputs.
🧮 Smart Tile Calculator V5.1 (Vectorized)
- image
- upscaled_image
- tile_width
- tile_height
- overlap
- output_width
- output_height
- tiles_x
- tiles_y
- total_tiles
- upscale
- efficiency
- debug_info
- efficiency_plot
◄upscale2.0►
◄upscale_methodlanczos►
◄tile_aspect_ratioauto►
◄target_tile_mp1.0►
◄padding_pixels64►
◄optimize_efficiencytrue►
◄mp_tolerance0.05►
◄aspect_freedom0.0►
◄upscale_tolerance0.05►
◄generate_plotfalse►
CategoryArchAi3d/Upscaling/Smart Tile
Inputs (11)
| Name | Type | Default | Description |
|---|---|---|---|
| image | IMAGE | — | |
| upscale | FLOAT | 2.01–8 | Upscale factor (e.g. 2.0 = 2x upscale) |
| upscale_method | COMBO | lanczos | Interpolation method for upscaling |
| tile_aspect_ratio | COMBO | auto | Tile aspect ratio. 'auto' matches image orientation. |
| target_tile_mp | FLOAT | 1.00.25–4 | Target Megapixels per tile (e.g. 1.0 = ~1024x1024) |
| padding_pixels | INT | 640–512 | Minimum overlap between tiles for blending |
| optimize_efficiency | BOOLEAN | true | Search for tile size that maximizes efficiency (vectorized) |
| mp_tolerance | FLOAT | 0.050–1 | How much tile MP can deviate from target. 0=exact, 0.5=±50% |
| aspect_freedom | FLOAT | 0.00–2 | Aspect ratio deviation. 0=closest 64-aligned match, 0.5=±50%, 1.0=±100% |
| upscale_tolerance | FLOAT | 0.050–1 | Allow output size to vary for better tile fit. 0=exact, 0.05=±5%, 1.0=±100% |
| generate_plot | BOOLEAN | false | Generate efficiency heatmap (vectorized, instant) |
Outputs (13)
| Name | Type | Description |
|---|---|---|
| upscaled_image | IMAGE | — |
| tile_width | INT | — |
| tile_height | INT | — |
| overlap | INT | — |
| output_width | INT | — |
| output_height | INT | — |
| tiles_x | INT | — |
| tiles_y | INT | — |
| total_tiles | INT | — |
| upscale | FLOAT | — |
| efficiency | FLOAT | — |
| debug_info | STRING | — |
| efficiency_plot | IMAGE | — |