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    "inputs": {
      "start": 0,
      "length": 1,
      "image": [
        "5896",
        1
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    },
    "class_type": "ImageFromBatch+",
    "_meta": {
      "title": "🔧 Image From Batch"
    }
  },
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    "inputs": {
      "value": 0
    },
    "class_type": "FloatConstant",
    "_meta": {
      "title": "6. Set Audio File Start Index (in seconds)"
    }
  },
  "5883": {
    "inputs": {
      "audio": "weapon_17s.mp3",
      "audioUI": "/api/view?filename=weapon_17s.mp3&type=input&subfolder=&rand=0.33409026463724145"
    },
    "class_type": "LoadAudio",
    "_meta": {
      "title": "4. Load Audio File here - recommend MP3"
    }
  },
  "5884": {
    "inputs": {
      "video_info": [
        "5893",
        3
      ]
    },
    "class_type": "VHS_VideoInfo",
    "_meta": {
      "title": "Video Info 🎥🅥🅗🅢"
    }
  },
  "5885": {
    "inputs": {
      "value": 10
    },
    "class_type": "FloatConstant",
    "_meta": {
      "title": "7. Set Audio Length (in seconds)"
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  },
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    "inputs": {
      "value": "a*b+1",
      "a": [
        "5885",
        0
      ],
      "b": [
        "5884",
        5
      ]
    },
    "class_type": "SimpleMath+",
    "_meta": {
      "title": "🔧 Simple Math"
    }
  },
  "5891": {
    "inputs": {
      "detect_hand": "enable",
      "detect_body": "enable",
      "detect_face": "enable",
      "resolution": 1024,
      "bbox_detector": "yolox_l.onnx",
      "pose_estimator": "dw-ll_ucoco_384_bs5.torchscript.pt",
      "scale_stick_for_xinsr_cn": "disable",
      "image": [
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    },
    "class_type": "DWPreprocessor",
    "_meta": {
      "title": "DWPose Estimator"
    }
  },
  "5893": {
    "inputs": {
      "video": "first12s.mp4",
      "force_rate": 24,
      "custom_width": 640,
      "custom_height": 360,
      "frame_load_cap": 241,
      "skip_first_frames": 0,
      "select_every_nth": 1,
      "format": "AnimateDiff"
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    "class_type": "VHS_LoadVideo",
    "_meta": {
      "title": "Load Video (Upload) 🎥🅥🅗🅢"
    }
  },
  "5896": {
    "inputs": {
      "downscale_algorithm": "bilinear",
      "upscale_algorithm": "bicubic",
      "preresize": false,
      "preresize_mode": "ensure minimum resolution",
      "preresize_min_width": 1024,
      "preresize_min_height": 1024,
      "preresize_max_width": 16384,
      "preresize_max_height": 16384,
      "mask_fill_holes": true,
      "mask_expand_pixels": 0,
      "mask_invert": false,
      "mask_blend_pixels": 32,
      "mask_hipass_filter": 0.1,
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      "extend_up_factor": 1,
      "extend_down_factor": 1,
      "extend_left_factor": 1,
      "extend_right_factor": 1,
      "context_from_mask_extend_factor": 2,
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      "output_target_height": 360,
      "output_padding": "32",
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      "image": [
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    "class_type": "InpaintCropImproved",
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      "title": "✂️ Inpaint Crop"
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      "title": "Blockify Mask"
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      "trim_to_audio": false,
      "pingpong": false,
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    },
    "class_type": "VHS_VideoCombine",
    "_meta": {
      "title": "MASK PREVIEW"
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  },
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    "inputs": {
      "stitcher": [
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      "inpainted_image": [
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    "class_type": "InpaintStitchImproved",
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      "title": "✂️ Inpaint Stitch"
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      "mask": [
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    "class_type": "InvertMask",
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      "title": "Invert Mask"
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  },
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    "inputs": {
      "mask": [
        "5905",
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    "class_type": "MaskToImage",
    "_meta": {
      "title": "Convert Mask to Image"
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  },
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      "blend_factor": 0.9,
      "blend_mode": "multiply",
      "image1": [
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      "image2": [
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    "class_type": "ImageBlend",
    "_meta": {
      "title": "Blend Images"
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  },
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      "expand": 40,
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    "class_type": "GrowMask",
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      "title": "Grow Mask"
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  },
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    "inputs": {
      "start": 0,
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      "title": "🔧 Image From Batch"
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  },
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      "image": [
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    "class_type": "GetImageSizeAndCount",
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      "title": "Get Image Size & Count"
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  },
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    "inputs": {
      "output": "",
      "source": [
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    },
    "class_type": "Display Any (rgthree)",
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      "title": "NEEDED FRAME COUNT"
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  },
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      "title": "Pose Keypoint to Mask"
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    "inputs": {
      "x": 0,
      "y": 0,
      "operation": "add",
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      "title": "Combine Masks"
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    "class_type": "VHS_VideoCombine",
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      "title": "FINAL VIDEO (INPAINTING)"
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      "title": "Pose Keypoint to Mask"
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      "mask": [
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    "class_type": "InvertMask",
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      "title": "Invert Mask"
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  },
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    "inputs": {
      "x": 0,
      "y": 0,
      "operation": "multiply",
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      "source": [
        "5899",
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    "class_type": "MaskComposite",
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      "title": "Combine Masks"
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  },
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      "block_size": 64,
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    "class_type": "BlockifyMask",
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      "title": "Blockify Mask"
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  },
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    "inputs": {
      "expand": 10,
      "tapered_corners": true,
      "mask": [
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    },
    "class_type": "GrowMask",
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      "title": "Grow Mask"
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  },
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      "lora_name": "ltx-2-19b-lora-camera-control-static.safetensors"
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    "class_type": "easy loraNames",
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      "title": "Lora Names"
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  },
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      "on_false": [
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      "on_true": [
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    "class_type": "ComfySwitchNode",
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      "title": "Switch"
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  },
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    "inputs": {
      "value": false
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    "class_type": "PrimitiveBoolean",
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      "title": "USE INPAINTING?"
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      "on_false": [
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      "title": "Switch"
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      "lora_name": "ltx-2-19b-ic-lora-detailer.safetensors"
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    "class_type": "easy loraNames",
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      "title": "Lora Names"
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  },
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    "inputs": {
      "region": "chin",
      "dilate_px": 8,
      "blur_px": 6,
      "person_index": 0,
      "pose_kps": [
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    "class_type": "PoseKeypointToMask",
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      "title": "Pose Keypoint to Mask"
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  },
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    "inputs": {
      "switch": [
        "6015",
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      "on_false": [
        "5894:5829",
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      "on_true": [
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    "class_type": "ComfySwitchNode",
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      "title": "Switch"
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    "inputs": {
      "switch": [
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      "on_false": [
        "5918",
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      "on_true": [
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    "class_type": "ComfySwitchNode",
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      "title": "Switch Chin Mask"
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    "inputs": {
      "value": true
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    "class_type": "PrimitiveBoolean",
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      "title": "USE CHIN MASK?"
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    "inputs": {
      "unet_name": "ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors",
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    "class_type": "UNETLoader",
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      "title": "Load Diffusion Model"
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    "inputs": {
      "vae_name": "LTX23_video_vae_bf16.safetensors"
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    "class_type": "VAELoader",
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      "title": "Load VAE"
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  },
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    "inputs": {
      "vae_name": "LTX23_audio_vae_bf16.safetensors"
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      "title": "Load VAE"
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      "clip_name1": "gemma_3_12B_it_fpmixed.safetensors",
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      "title": "Lora Names"
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      "strength_model": 0,
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    "class_type": "LTXICLoRALoaderModelOnly",
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      "title": "🅛🅣🅧 IC-LoRA Loader Model Only"
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    "inputs": {
      "prompt": "the woman in the video",
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      "threshold": 0.35,
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      "background": "Alpha",
      "background_color": "#222222"
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      "prompt": "man",
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      "title": "SAM3 Segmentation (RMBG)"
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    "inputs": {
      "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
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      "title": "ManualSigmas"
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    "class_type": "KSamplerSelect",
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      "title": "KSamplerSelect"
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    "class_type": "RandomNoise",
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      "title": "RandomNoise"
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      "value": "a*32",
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    "class_type": "SimpleMath+",
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      "title": "🔧 Simple Math"
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    "class_type": "CLIPTextEncode",
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      "title": "CLIP Text Encode (Positive Prompt)"
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    "inputs": {
      "text": "pc game, console game, video game, cartoon, childish, ugly, music, piano, guitar, organ",
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    "class_type": "CLIPTextEncode",
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      "title": "CLIP Text Encode (Negative Prompt)"
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      "title": "LTXVConcatAVLatent"
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