{ "workflow_name": "Resolution Preprocessing Example", "description": "Example workflow showing how to use PreprocessForTarget and CropAndRestore nodes", "usage": [ "1. Load any image", "2. PreprocessForTarget will resize and pad with mirrored edges to match the closest Kontext resolution", "3. Process through your model (VAE Encode -> KSampler -> VAE Decode)", "4. CropAndRestore will remove padding and restore original dimensions", "Note: The preprocess_data output MUST be connected from PreprocessForTarget to CropAndRestore" ], "node_connections": [ "LoadImage -> PreprocessForTarget_Warper -> VAEEncode -> KSampler -> VAEDecode -> CropAndRestore_Warper -> SaveImage", "PreprocessForTarget_Warper.preprocess_data -> CropAndRestore_Warper.preprocess_data" ] }