QL-boy
590a2c14b8
Updated the CustomTileSplitter and CustomTileMerger nodes to enhance descriptions, inputs, and outputs for better clarity and functionality.
117 lines
5.6 KiB
JSON
117 lines
5.6 KiB
JSON
{
|
|
"CustomTileSplitter": {
|
|
"display_name": "🔧 Advanced Tile Splitter",
|
|
"description": "Split images or latent representations into overlapping tiles for high-resolution processing. Supports flexible grid configuration with automatic or manual row/column settings.",
|
|
"inputs": {
|
|
"tile_size": {
|
|
"name": "Tile Size",
|
|
"tooltip": "Base size for each tile (square). When rows/columns are specified, this becomes a target size that may be adjusted for grid fitting."
|
|
},
|
|
"overlap": {
|
|
"name": "Overlap",
|
|
"tooltip": "Pixel overlap between adjacent tiles. Essential for seamless blending during merging."
|
|
},
|
|
"rows": {
|
|
"name": "Rows",
|
|
"tooltip": "Number of vertical divisions. Set to 0 for automatic calculation based on tile size."
|
|
},
|
|
"columns": {
|
|
"name": "Columns",
|
|
"tooltip": "Number of horizontal divisions. Set to 0 for automatic calculation based on tile size."
|
|
},
|
|
"normalize": {
|
|
"name": "Normalize to Multiples",
|
|
"tooltip": "Pad dimensions to multiples of 64 (images) or 8 (latent) for compatibility with AI models."
|
|
},
|
|
"image": {
|
|
"name": "Image (Optional)",
|
|
"tooltip": "Input image to be split. Can use either image or latent, but not both required."
|
|
},
|
|
"latent": {
|
|
"name": "Latent (Optional)",
|
|
"tooltip": "Input latent representation to be split. Can use either image or latent, but not both required."
|
|
}
|
|
},
|
|
"outputs": {
|
|
"0": {
|
|
"name": "Tile Configuration",
|
|
"tooltip": "Structured configuration data containing tile layout, coordinates, and dimensions for use with the Tile Merger."
|
|
},
|
|
"1": {
|
|
"name": "Image Tiles (Batch)",
|
|
"tooltip": "All extracted tiles concatenated into a single batch tensor for parallel processing."
|
|
},
|
|
"2": {
|
|
"name": "Image Tiles (List)",
|
|
"tooltip": "Each tile as a separate list element, maintaining original positional relationships."
|
|
},
|
|
"3": {
|
|
"name": "Latent Tiles (Batch)",
|
|
"tooltip": "Latent representations of tiles concatenated into a batch tensor."
|
|
},
|
|
"4": {
|
|
"name": "Latent Tiles (List)",
|
|
"tooltip": "Individual latent tiles in a list structure preserving positional order."
|
|
}
|
|
}
|
|
},
|
|
"CustomTileMerger": {
|
|
"display_name": "🔧 Advanced Tile Merger",
|
|
"description": "Reassemble processed tiles into a seamless full image using advanced blending algorithms, seam optimization, and color correction techniques.",
|
|
"inputs": {
|
|
"tile_config": {
|
|
"name": "Tile Configuration",
|
|
"tooltip": "Tile layout configuration generated by the Tile Splitter node."
|
|
},
|
|
"blend_mode": {
|
|
"name": "Blending Mode",
|
|
"tooltip": "Algorithm for blending overlapping tile regions. \nlinear: Linear gradient (simple transition)\ngaussian: Gaussian blur (classic blending)\nmulti_band: Multi-band blending (optimal effect)\nnone: No blending (fastest)",
|
|
"options": {
|
|
"linear": "Linear Gradient",
|
|
"gaussian": "Gaussian Blur",
|
|
"multi_band": "Multi-Band (Laplacian Pyramid)",
|
|
"none": "No Blending (Hard Cut)"
|
|
}
|
|
},
|
|
"blend_strength": {
|
|
"name": "Blend Strength",
|
|
"tooltip": "Intensity of blending effect. Higher values create smoother transitions."
|
|
},
|
|
"seam_mode": {
|
|
"name": "Seam Placement",
|
|
"tooltip": "Method for determining optimal seam lines in overlap regions.\noptimal: Calculate the optimal stitching seam (slow but high quality)\nmiddle: Center line (simple and fast)",
|
|
"options": {
|
|
"optimal": "Optimal Path (Lowest Difference)",
|
|
"middle": "Center Line (Simplest)"
|
|
}
|
|
},
|
|
"histogram_matching": {
|
|
"name": "Histogram Matching",
|
|
"tooltip": "Adjust color distribution of each tile to match neighbors, reducing color inconsistencies."
|
|
},
|
|
"seam_search_radius": {
|
|
"name": "Seam Search Radius",
|
|
"tooltip": "Restrict seam search to pixels within this distance from center. 0 allows full search."
|
|
},
|
|
"processed_tiles_image": {
|
|
"name": "Processed Image Tiles",
|
|
"tooltip": "List of enhanced/processed image tiles ready for merging."
|
|
},
|
|
"processed_tiles_latent": {
|
|
"name": "Processed Latent Tiles",
|
|
"tooltip": "List of processed latent representations for merging."
|
|
}
|
|
},
|
|
"outputs": {
|
|
"0": {
|
|
"name": "Merged Image",
|
|
"tooltip": "Final reconstructed image with seamless tile integration."
|
|
},
|
|
"1": {
|
|
"name": "Merged Latent",
|
|
"tooltip": "Reconstructed latent representation from merged tiles."
|
|
}
|
|
}
|
|
}
|
|
}
|