{ "1": { "_meta": { "title": "Source Image" }, "class_type": "LoadImage", "inputs": { "image": "example.png" } }, "10": { "_meta": { "title": "Resize to fit target" }, "class_type": "ImageScale", "inputs": { "crop": "disabled", "height": [ "9", 0 ], "image": [ "1", 0 ], "upscale_method": "lanczos", "width": [ "8", 0 ] } }, "11": { "_meta": { "title": "pad left" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "10", 0 ], "b": [ "2", 0 ], "c": [ "4", 0 ], "expression": "max(floor((b - a.width) * c), 0)" } }, "12": { "_meta": { "title": "pad right" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "10", 0 ], "b": [ "2", 0 ], "c": [ "11", 0 ], "expression": "max(b - a.width - c, 0)" } }, "13": { "_meta": { "title": "pad top" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "10", 0 ], "b": [ "3", 0 ], "c": [ "5", 0 ], "expression": "max(floor((b - a.height) * c), 0)" } }, "14": { "_meta": { "title": "pad bottom" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "10", 0 ], "b": [ "3", 0 ], "c": [ "13", 0 ], "expression": "max(b - a.height - c, 0)" } }, "15": { "_meta": { "title": "Pad to exact target" }, "class_type": "ImagePadForOutpaint", "inputs": { "bottom": [ "14", 0 ], "feathering": [ "6", 0 ], "image": [ "10", 0 ], "left": [ "11", 0 ], "right": [ "12", 0 ], "top": [ "13", 0 ] } }, "16": { "_meta": { "title": "keep-region mask" }, "class_type": "InvertMask", "inputs": { "mask": [ "15", 1 ] } }, "17": { "_meta": { "title": "Inpaint model (MAT / big-lama)" }, "class_type": "INPAINT_LoadInpaintModel", "inputs": { "model_name": "MAT_Places512_G_fp16.safetensors" } }, "18": { "_meta": { "title": "Fill upscaler (fixes low-res fill)" }, "class_type": "UpscaleModelLoader", "inputs": { "model_name": "RealESRGAN_x4plus.pth" } }, "19": { "_meta": { "title": "LaMa/MAT fill" }, "class_type": "INPAINT_InpaintWithModel", "inputs": { "image": [ "15", 0 ], "inpaint_model": [ "17", 0 ], "mask": [ "15", 1 ], "optional_upscale_model": [ "18", 0 ], "seed": 0 } }, "2": { "_meta": { "title": "target_width" }, "class_type": "PrimitiveInt", "inputs": { "value": 1216 } }, "20": { "_meta": { "title": "Snap to exact target dims" }, "class_type": "ImageScale", "inputs": { "crop": "disabled", "height": [ "3", 0 ], "image": [ "19", 0 ], "upscale_method": "lanczos", "width": [ "2", 0 ] } }, "21": { "_meta": { "title": "Paste original pixels back" }, "class_type": "ImageCompositeMasked", "inputs": { "destination": [ "20", 0 ], "mask": [ "16", 0 ], "resize_source": false, "source": [ "15", 0 ], "x": 0, "y": 0 } }, "22": { "class_type": "SaveImage", "inputs": { "filename_prefix": "outpaint/lama", "images": [ "21", 0 ] } }, "3": { "_meta": { "title": "target_height" }, "class_type": "PrimitiveInt", "inputs": { "value": 1216 } }, "4": { "_meta": { "title": "anchor_x (0=left 0.5=center 1=right)" }, "class_type": "PrimitiveFloat", "inputs": { "value": 0.5 } }, "5": { "_meta": { "title": "anchor_y (0=top 0.5=center 1=bottom)" }, "class_type": "PrimitiveFloat", "inputs": { "value": 0.5 } }, "6": { "_meta": { "title": "feathering (px)" }, "class_type": "PrimitiveInt", "inputs": { "value": 16 } }, "7": { "_meta": { "title": "fit scale" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "1", 0 ], "b": [ "2", 0 ], "c": [ "3", 0 ], "expression": "min(b / a.width, c / a.height)" } }, "8": { "_meta": { "title": "fit width" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "1", 0 ], "b": [ "7", 1 ], "c": [ "2", 0 ], "expression": "min(round(a.width * b), c)" } }, "9": { "_meta": { "title": "fit height" }, "class_type": "MathExpression|pysssss", "inputs": { "a": [ "1", 0 ], "b": [ "7", 1 ], "c": [ "3", 0 ], "expression": "min(round(a.height * b), c)" } } }