Add scail2-character-replacement-auto API format

workflows/api/scail2-character-replacement-auto.json

@@ -0,0 +1,1307 @@
+{
+  "155": {
+    "class_type": "LoadVideo",
+    "inputs": {
+      "file": "driving_outdoor_dance.mp4"
+    }
+  },
+  "201": {
+    "class_type": "CreateVideo",
+    "inputs": {
+      "audio": [
+        "215",
+        1
+      ],
+      "bit_depth": 8,
+      "fps": [
+        "215",
+        2
+      ],
+      "images": [
+        "213:6",
+        0
+      ]
+    }
+  },
+  "202": {
+    "_meta": {
+      "title": "Save Video (First Segement)"
+    },
+    "class_type": "SaveVideo",
+    "inputs": {
+      "codec": "auto",
+      "filename_prefix": "video/ComfyUI",
+      "format": "auto",
+      "video": [
+        "201",
+        0
+      ]
+    }
+  },
+  "213:11": {
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors",
+      "model": [
+        "213:318",
+        0
+      ],
+      "strength_model": 0.8
+    }
+  },
+  "213:114": {
+    "class_type": "WanSCAILToVideo",
+    "inputs": {
+      "batch_size": 1,
+      "clip_vision_output": [
+        "213:76",
+        0
+      ],
+      "height": [
+        "213:163",
+        1
+      ],
+      "length": [
+        "213:163",
+        2
+      ],
+      "negative": [
+        "213:4",
+        0
+      ],
+      "pose_end": 1,
+      "pose_start": 0,
+      "pose_strength": 1,
+      "pose_video": [
+        "213:156",
+        0
+      ],
+      "pose_video_mask": [
+        "213:197",
+        0
+      ],
+      "positive": [
+        "213:3",
+        0
+      ],
+      "previous_frame_count": 5,
+      "reference_image": [
+        "30",
+        0
+      ],
+      "reference_image_mask": [
+        "213:197",
+        1
+      ],
+      "replacement_mode": [
+        "213:203",
+        0
+      ],
+      "vae": [
+        "213:7",
+        0
+      ],
+      "video_frame_offset": 0,
+      "width": [
+        "213:163",
+        0
+      ]
+    }
+  },
+  "213:154": {
+    "class_type": "UNETLoader",
+    "inputs": {
+      "unet_name": "wan2.1_14B_SCAIL_2_fp16.safetensors",
+      "weight_dtype": "default"
+    }
+  },
+  "213:156": {
+    "class_type": "ResizeImageMaskNode",
+    "inputs": {
+      "input": [
+        "213:177",
+        0
+      ],
+      "resize_type": "scale dimensions",
+      "resize_type.crop": "center",
+      "resize_type.height": [
+        "213:182",
+        1
+      ],
+      "resize_type.width": [
+        "213:180",
+        1
+      ],
+      "scale_method": "area"
+    }
+  },
+  "213:157": {
+    "class_type": "GetVideoComponents",
+    "inputs": {
+      "video": [
+        "155",
+        0
+      ]
+    }
+  },
+  "213:163": {
+    "class_type": "GetImageSize",
+    "inputs": {
+      "image": [
+        "213:156",
+        0
+      ]
+    }
+  },
+  "213:165": {
+    "_meta": {
+      "title": "Int (Steps)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 40
+    }
+  },
+  "213:166": {
+    "_meta": {
+      "title": "Float (CFG)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 5
+    }
+  },
+  "213:167": {
+    "_meta": {
+      "title": "Float (CFG)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 1
+    }
+  },
+  "213:168": {
+    "_meta": {
+      "title": "Int (Steps)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 6
+    }
+  },
+  "213:169": {
+    "_meta": {
+      "title": "Switch (Model)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "213:318",
+        0
+      ],
+      "on_true": [
+        "213:11",
+        0
+      ],
+      "switch": [
+        "213:172",
+        0
+      ]
+    }
+  },
+  "213:170": {
+    "_meta": {
+      "title": "Switch (Steps)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "213:165",
+        0
+      ],
+      "on_true": [
+        "213:168",
+        0
+      ],
+      "switch": [
+        "213:172",
+        0
+      ]
+    }
+  },
+  "213:171": {
+    "_meta": {
+      "title": "Switch (Steps)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "213:166",
+        0
+      ],
+      "on_true": [
+        "213:167",
+        0
+      ],
+      "switch": [
+        "213:172",
+        0
+      ]
+    }
+  },
+  "213:172": {
+    "_meta": {
+      "title": "Boolean (Enable Distill LoRA?)"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "213:177": {
+    "class_type": "ImageFromBatch",
+    "inputs": {
+      "batch_index": [
+        "213:184",
+        1
+      ],
+      "image": [
+        "213:157",
+        0
+      ],
+      "length": 81
+    }
+  },
+  "213:178": {
+    "_meta": {
+      "title": "Int (Width)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": [
+        "322",
+        1
+      ]
+    }
+  },
+  "213:179": {
+    "_meta": {
+      "title": "Int (Height)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": [
+        "323",
+        1
+      ]
+    }
+  },
+  "213:18": {
+    "class_type": "BasicScheduler",
+    "inputs": {
+      "denoise": 1,
+      "model": [
+        "213:11",
+        0
+      ],
+      "scheduler": "simple",
+      "steps": [
+        "213:170",
+        0
+      ]
+    }
+  },
+  "213:180": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(a // 32) * 32",
+      "values.a": [
+        "213:178",
+        0
+      ]
+    }
+  },
+  "213:182": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(a // 32) * 32",
+      "values.a": [
+        "213:179",
+        0
+      ]
+    }
+  },
+  "213:183": {
+    "_meta": {
+      "title": "Int (segment index)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 1
+    }
+  },
+  "213:184": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(b - c) * (a - 1)",
+      "values.a": [
+        "213:183",
+        0
+      ],
+      "values.b": 81,
+      "values.c": 5
+    }
+  },
+  "213:19": {
+    "class_type": "SamplerCustom",
+    "inputs": {
+      "add_noise": true,
+      "cfg": [
+        "213:171",
+        0
+      ],
+      "latent_image": [
+        "213:114",
+        2
+      ],
+      "model": [
+        "213:95",
+        0
+      ],
+      "negative": [
+        "213:114",
+        1
+      ],
+      "noise_seed": 1,
+      "positive": [
+        "213:114",
+        0
+      ],
+      "sampler": [
+        "213:27",
+        0
+      ],
+      "sigmas": [
+        "213:18",
+        0
+      ]
+    }
+  },
+  "213:191": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "213:193",
+        1
+      ],
+      "text": "human"
+    }
+  },
+  "213:193": {
+    "class_type": "CheckpointLoaderSimple",
+    "inputs": {
+      "ckpt_name": "sam3.1_multiplex_fp16.safetensors"
+    }
+  },
+  "213:196": {
+    "class_type": "SAM3_VideoTrack",
+    "inputs": {
+      "conditioning": [
+        "213:191",
+        0
+      ],
+      "detect_interval": 1,
+      "detection_threshold": 0.5,
+      "images": [
+        "213:156",
+        0
+      ],
+      "max_objects": 4,
+      "model": [
+        "213:193",
+        0
+      ]
+    }
+  },
+  "213:197": {
+    "class_type": "SCAIL2ColoredMask",
+    "inputs": {
+      "driving_track_data": [
+        "213:196",
+        0
+      ],
+      "object_indices": "",
+      "ref_track_data": [
+        "213:198",
+        0
+      ],
+      "replacement_mode": [
+        "213:203",
+        0
+      ],
+      "sort_by": "left_to_right"
+    }
+  },
+  "213:198": {
+    "class_type": "SAM3_VideoTrack",
+    "inputs": {
+      "conditioning": [
+        "213:212",
+        0
+      ],
+      "detect_interval": 1,
+      "detection_threshold": 0.5,
+      "images": [
+        "30",
+        0
+      ],
+      "max_objects": 4,
+      "model": [
+        "213:193",
+        0
+      ]
+    }
+  },
+  "213:203": {
+    "_meta": {
+      "title": "Boolean \uff08Replace Mode\uff09"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "213:212": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "213:193",
+        1
+      ],
+      "text": "human"
+    }
+  },
+  "213:27": {
+    "class_type": "KSamplerSelect",
+    "inputs": {
+      "sampler_name": "euler"
+    }
+  },
+  "213:3": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "213:9",
+        0
+      ],
+      "text": "A young woman with dark hair tied in a neat high bun, with a few loose strands framing her face, is dancing outdoors on a sunny coastal hillside. She has a normal-sized head and a slim face, with no hat, no headwear, and no oversized hair volume. She wears a fitted black long-sleeve crop top with a shoulder cutout, extremely baggy black cargo pants with straps and pockets, and chunky black combat boots. She performs energetic dance moves with one leg lifted and arms extended, moving naturally in front of a large tree, a small white stone house with a terracotta roof, and a bright blue sea under a clear sky with light clouds."
+    }
+  },
+  "213:318": {
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "wan2.1_SCAIL_2_DPO_lora_bf16.safetensors",
+      "model": [
+        "213:154",
+        0
+      ],
+      "strength_model": 1
+    }
+  },
+  "213:4": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "213:9",
+        0
+      ],
+      "text": ""
+    }
+  },
+  "213:6": {
+    "class_type": "VAEDecode",
+    "inputs": {
+      "samples": [
+        "213:19",
+        1
+      ],
+      "vae": [
+        "213:7",
+        0
+      ]
+    }
+  },
+  "213:7": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "Wan2_1_VAE_bf16.safetensors"
+    }
+  },
+  "213:75": {
+    "class_type": "CLIPVisionLoader",
+    "inputs": {
+      "clip_name": "clip_vision_h.safetensors"
+    }
+  },
+  "213:76": {
+    "class_type": "CLIPVisionEncode",
+    "inputs": {
+      "clip_vision": [
+        "213:75",
+        0
+      ],
+      "crop": "none",
+      "image": [
+        "30",
+        0
+      ]
+    }
+  },
+  "213:9": {
+    "class_type": "CLIPLoader",
+    "inputs": {
+      "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "device": "default",
+      "type": "wan"
+    }
+  },
+  "213:95": {
+    "class_type": "ModelSamplingSD3",
+    "inputs": {
+      "model": [
+        "213:169",
+        0
+      ],
+      "shift": 5
+    }
+  },
+  "215": {
+    "class_type": "GetVideoComponents",
+    "inputs": {
+      "video": [
+        "155",
+        0
+      ]
+    }
+  },
+  "262:216": {
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors",
+      "model": [
+        "262:319",
+        0
+      ],
+      "strength_model": 0.8
+    }
+  },
+  "262:217": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "Wan2_1_VAE_bf16.safetensors"
+    }
+  },
+  "262:218": {
+    "class_type": "ResizeImageMaskNode",
+    "inputs": {
+      "input": [
+        "262:235",
+        0
+      ],
+      "resize_type": "scale dimensions",
+      "resize_type.crop": "center",
+      "resize_type.height": [
+        "262:239",
+        1
+      ],
+      "resize_type.width": [
+        "262:238",
+        1
+      ],
+      "scale_method": "area"
+    }
+  },
+  "262:219": {
+    "class_type": "GetVideoComponents",
+    "inputs": {
+      "video": [
+        "155",
+        0
+      ]
+    }
+  },
+  "262:220": {
+    "class_type": "GetImageSize",
+    "inputs": {
+      "image": [
+        "262:218",
+        0
+      ]
+    }
+  },
+  "262:221": {
+    "class_type": "CLIPLoader",
+    "inputs": {
+      "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "device": "default",
+      "type": "wan"
+    }
+  },
+  "262:222": {
+    "class_type": "CLIPVisionLoader",
+    "inputs": {
+      "clip_name": "clip_vision_h.safetensors"
+    }
+  },
+  "262:223": {
+    "class_type": "UNETLoader",
+    "inputs": {
+      "unet_name": "wan2.1_14B_SCAIL_2_fp16.safetensors",
+      "weight_dtype": "default"
+    }
+  },
+  "262:224": {
+    "class_type": "ModelSamplingSD3",
+    "inputs": {
+      "model": [
+        "262:232",
+        0
+      ],
+      "shift": 5
+    }
+  },
+  "262:225": {
+    "class_type": "KSamplerSelect",
+    "inputs": {
+      "sampler_name": "euler"
+    }
+  },
+  "262:226": {
+    "class_type": "BasicScheduler",
+    "inputs": {
+      "denoise": 1,
+      "model": [
+        "262:216",
+        0
+      ],
+      "scheduler": "simple",
+      "steps": [
+        "262:233",
+        0
+      ]
+    }
+  },
+  "262:227": {
+    "class_type": "SamplerCustom",
+    "inputs": {
+      "add_noise": true,
+      "cfg": [
+        "262:234",
+        0
+      ],
+      "latent_image": [
+        "262:259",
+        2
+      ],
+      "model": [
+        "262:224",
+        0
+      ],
+      "negative": [
+        "262:259",
+        1
+      ],
+      "noise_seed": 1,
+      "positive": [
+        "262:259",
+        0
+      ],
+      "sampler": [
+        "262:225",
+        0
+      ],
+      "sigmas": [
+        "262:226",
+        0
+      ]
+    }
+  },
+  "262:228": {
+    "_meta": {
+      "title": "Int (Steps)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 6
+    }
+  },
+  "262:229": {
+    "_meta": {
+      "title": "Float (CFG)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 1
+    }
+  },
+  "262:230": {
+    "_meta": {
+      "title": "Int (Steps)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 40
+    }
+  },
+  "262:231": {
+    "_meta": {
+      "title": "Float (CFG)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 5
+    }
+  },
+  "262:232": {
+    "_meta": {
+      "title": "Switch (Model)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "262:319",
+        0
+      ],
+      "on_true": [
+        "262:216",
+        0
+      ],
+      "switch": [
+        "262:255",
+        0
+      ]
+    }
+  },
+  "262:233": {
+    "_meta": {
+      "title": "Switch (Steps)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "262:230",
+        0
+      ],
+      "on_true": [
+        "262:228",
+        0
+      ],
+      "switch": [
+        "262:255",
+        0
+      ]
+    }
+  },
+  "262:234": {
+    "_meta": {
+      "title": "Switch (Steps)"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "262:231",
+        0
+      ],
+      "on_true": [
+        "262:229",
+        0
+      ],
+      "switch": [
+        "262:255",
+        0
+      ]
+    }
+  },
+  "262:235": {
+    "class_type": "ImageFromBatch",
+    "inputs": {
+      "batch_index": [
+        "262:241",
+        1
+      ],
+      "image": [
+        "262:219",
+        0
+      ],
+      "length": 81
+    }
+  },
+  "262:236": {
+    "_meta": {
+      "title": "Int (Width)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": [
+        "322",
+        1
+      ]
+    }
+  },
+  "262:237": {
+    "_meta": {
+      "title": "Int (Height)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": [
+        "323",
+        1
+      ]
+    }
+  },
+  "262:238": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(a // 32) * 32",
+      "values.a": [
+        "262:236",
+        0
+      ]
+    }
+  },
+  "262:239": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(a // 32) * 32",
+      "values.a": [
+        "262:237",
+        0
+      ]
+    }
+  },
+  "262:240": {
+    "_meta": {
+      "title": "Int (segment index)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 2
+    }
+  },
+  "262:241": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "(b - c) * (a - 1)",
+      "values.a": [
+        "262:240",
+        0
+      ],
+      "values.b": 81,
+      "values.c": 5
+    }
+  },
+  "262:242": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "262:243",
+        1
+      ],
+      "text": "human"
+    }
+  },
+  "262:243": {
+    "class_type": "CheckpointLoaderSimple",
+    "inputs": {
+      "ckpt_name": "sam3.1_multiplex_fp16.safetensors"
+    }
+  },
+  "262:244": {
+    "class_type": "SAM3_VideoTrack",
+    "inputs": {
+      "conditioning": [
+        "262:242",
+        0
+      ],
+      "detect_interval": 1,
+      "detection_threshold": 0.5,
+      "images": [
+        "262:218",
+        0
+      ],
+      "max_objects": 4,
+      "model": [
+        "262:243",
+        0
+      ]
+    }
+  },
+  "262:245": {
+    "class_type": "SCAIL2ColoredMask",
+    "inputs": {
+      "driving_track_data": [
+        "262:244",
+        0
+      ],
+      "object_indices": "",
+      "ref_track_data": [
+        "262:246",
+        0
+      ],
+      "replacement_mode": [
+        "262:247",
+        0
+      ],
+      "sort_by": "left_to_right"
+    }
+  },
+  "262:246": {
+    "class_type": "SAM3_VideoTrack",
+    "inputs": {
+      "conditioning": [
+        "262:261",
+        0
+      ],
+      "detect_interval": 1,
+      "detection_threshold": 0.5,
+      "images": [
+        "30",
+        0
+      ],
+      "max_objects": 4,
+      "model": [
+        "262:243",
+        0
+      ]
+    }
+  },
+  "262:247": {
+    "_meta": {
+      "title": "Boolean \uff08Replace Mode\uff09"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "262:250": {
+    "class_type": "VAEDecode",
+    "inputs": {
+      "samples": [
+        "262:227",
+        1
+      ],
+      "vae": [
+        "262:217",
+        0
+      ]
+    }
+  },
+  "262:251": {
+    "class_type": "ImageFromBatch",
+    "inputs": {
+      "batch_index": 5,
+      "image": [
+        "262:250",
+        0
+      ],
+      "length": 4096
+    }
+  },
+  "262:252": {
+    "class_type": "ColorTransfer",
+    "inputs": {
+      "image_ref": [
+        "262:253",
+        0
+      ],
+      "image_target": [
+        "262:251",
+        0
+      ],
+      "method": "reinhard_lab",
+      "source_stats": "per_frame",
+      "strength": 1
+    }
+  },
+  "262:253": {
+    "class_type": "ImageFromBatch",
+    "inputs": {
+      "batch_index": -1,
+      "image": [
+        "213:6",
+        0
+      ],
+      "length": 1
+    }
+  },
+  "262:255": {
+    "_meta": {
+      "title": "Boolean (Enable Distill LoRA?)"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "262:256": {
+    "class_type": "CLIPVisionEncode",
+    "inputs": {
+      "clip_vision": [
+        "262:222",
+        0
+      ],
+      "crop": "none",
+      "image": [
+        "30",
+        0
+      ]
+    }
+  },
+  "262:257": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "262:221",
+        0
+      ],
+      "text": ""
+    }
+  },
+  "262:258": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "262:221",
+        0
+      ],
+      "text": "A young woman with dark hair tied in a neat high bun, with a few loose strands framing her face, is dancing outdoors on a sunny coastal hillside. She has a normal-sized head and a slim face, with no hat, no headwear, and no oversized hair volume. She wears a fitted black long-sleeve crop top with a shoulder cutout, extremely baggy black cargo pants with straps and pockets, and chunky black combat boots. She performs energetic dance moves with one leg lifted and arms extended, moving naturally in front of a large tree, a small white stone house with a terracotta roof, and a bright blue sea under a clear sky with light clouds."
+    }
+  },
+  "262:259": {
+    "class_type": "WanSCAILToVideo",
+    "inputs": {
+      "batch_size": 1,
+      "clip_vision_output": [
+        "262:256",
+        0
+      ],
+      "height": [
+        "262:220",
+        1
+      ],
+      "length": [
+        "262:220",
+        2
+      ],
+      "negative": [
+        "262:257",
+        0
+      ],
+      "pose_end": 1,
+      "pose_start": 0,
+      "pose_strength": 1,
+      "pose_video": [
+        "262:218",
+        0
+      ],
+      "pose_video_mask": [
+        "262:245",
+        0
+      ],
+      "positive": [
+        "262:258",
+        0
+      ],
+      "previous_frame_count": 5,
+      "previous_frames": [
+        "213:6",
+        0
+      ],
+      "reference_image": [
+        "30",
+        0
+      ],
+      "reference_image_mask": [
+        "262:245",
+        1
+      ],
+      "replacement_mode": [
+        "262:247",
+        0
+      ],
+      "vae": [
+        "262:217",
+        0
+      ],
+      "video_frame_offset": 0,
+      "width": [
+        "262:220",
+        0
+      ]
+    }
+  },
+  "262:261": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "262:243",
+        1
+      ],
+      "text": "human"
+    }
+  },
+  "262:319": {
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "wan2.1_SCAIL_2_DPO_lora_bf16.safetensors",
+      "model": [
+        "262:223",
+        0
+      ],
+      "strength_model": 1
+    }
+  },
+  "263": {
+    "class_type": "GetImageSize",
+    "inputs": {
+      "image": [
+        "215",
+        0
+      ]
+    }
+  },
+  "264": {
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "ceil(a / (81 - 5))",
+      "values.a": [
+        "263",
+        2
+      ]
+    }
+  },
+  "265": {
+    "_meta": {
+      "title": "Preview as Text ()"
+    },
+    "class_type": "PreviewAny",
+    "inputs": {
+      "source": [
+        "264",
+        1
+      ]
+    }
+  },
+  "269": {
+    "class_type": "BatchImagesNode",
+    "inputs": {
+      "images.image0": [
+        "213:6",
+        0
+      ],
+      "images.image1": [
+        "262:252",
+        0
+      ]
+    }
+  },
+  "270": {
+    "class_type": "CreateVideo",
+    "inputs": {
+      "audio": [
+        "215",
+        1
+      ],
+      "bit_depth": 8,
+      "fps": [
+        "215",
+        2
+      ],
+      "images": [
+        "269",
+        0
+      ]
+    }
+  },
+  "271": {
+    "_meta": {
+      "title": "Save Video (Final output)"
+    },
+    "class_type": "SaveVideo",
+    "inputs": {
+      "codec": "auto",
+      "filename_prefix": "video/SCAIL2",
+      "format": "auto",
+      "video": [
+        "270",
+        0
+      ]
+    }
+  },
+  "30": {
+    "class_type": "LoadImage",
+    "inputs": {
+      "image": "reference_streetwear_character.png"
+    }
+  },
+  "322": {
+    "_meta": {
+      "title": "Auto Width (closest SCAIL aspect)"
+    },
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "min(896, max(512, round(sqrt(458752 * a / b) / 16) * 16))",
+      "values.a": [
+        "263",
+        0
+      ],
+      "values.b": [
+        "263",
+        1
+      ]
+    }
+  },
+  "323": {
+    "_meta": {
+      "title": "Auto Height (closest SCAIL aspect)"
+    },
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "min(896, max(512, round(sqrt(458752 * b / a) / 16) * 16))",
+      "values.a": [
+        "263",
+        0
+      ],
+      "values.b": [
+        "263",
+        1
+      ]
+    }
+  },
+  "324": {
+    "_meta": {
+      "title": "Auto Width \u2192"
+    },
+    "class_type": "PreviewAny",
+    "inputs": {
+      "source": [
+        "322",
+        1
+      ]
+    }
+  },
+  "325": {
+    "_meta": {
+      "title": "Auto Height \u2192"
+    },
+    "class_type": "PreviewAny",
+    "inputs": {
+      "source": [
+        "323",
+        1
+      ]
+    }
+  }
+}