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""" |
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@author: Dr.Lt.Data |
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@title: Impact Pack |
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@nickname: Impact Pack |
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@description: This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. And provide iterative upscaler. |
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""" |
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import shutil |
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import folder_paths |
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import os |
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import sys |
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import traceback |
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comfy_path = os.path.dirname(folder_paths.__file__) |
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impact_path = os.path.join(os.path.dirname(__file__)) |
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subpack_path = os.path.join(os.path.dirname(__file__), "impact_subpack") |
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modules_path = os.path.join(os.path.dirname(__file__), "modules") |
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wildcards_path = os.path.join(os.path.dirname(__file__), "wildcards") |
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custom_wildcards_path = os.path.join(os.path.dirname(__file__), "custom_wildcards") |
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sys.path.append(modules_path) |
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import impact.config |
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import impact.sample_error_enhancer |
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print(f"### Loading: ComfyUI-Impact-Pack ({impact.config.version})") |
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def do_install(): |
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import importlib |
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spec = importlib.util.spec_from_file_location('impact_install', os.path.join(os.path.dirname(__file__), 'install.py')) |
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impact_install = importlib.util.module_from_spec(spec) |
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spec.loader.exec_module(impact_install) |
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if not os.path.exists(os.path.join(subpack_path, ".git")) and os.path.exists(subpack_path): |
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print(f"### CompfyUI-Impact-Pack: corrupted subpack detected.") |
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shutil.rmtree(subpack_path) |
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if impact.config.get_config()['dependency_version'] < impact.config.dependency_version or not os.path.exists(subpack_path): |
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print(f"### ComfyUI-Impact-Pack: Updating dependencies [{impact.config.get_config()['dependency_version']} -> {impact.config.dependency_version}]") |
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do_install() |
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sys.path.append(subpack_path) |
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try: |
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import impact.subpack_nodes |
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import folder_paths |
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import torch |
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import cv2 |
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import numpy as np |
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import comfy.samplers |
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import comfy.sd |
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import warnings |
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from PIL import Image, ImageFilter |
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from skimage.measure import label, regionprops |
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from collections import namedtuple |
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import piexif |
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if not impact.config.get_config()['mmdet_skip']: |
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import mmcv |
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from mmdet.apis import (inference_detector, init_detector) |
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from mmdet.evaluation import get_classes |
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except: |
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import importlib |
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print("### ComfyUI-Impact-Pack: Reinstall dependencies (several dependencies are missing.)") |
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do_install() |
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import impact.impact_server |
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def setup_js(): |
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import nodes |
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js_dest_path = os.path.join(comfy_path, "web", "extensions", "impact-pack") |
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if hasattr(nodes, "EXTENSION_WEB_DIRS"): |
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if os.path.exists(js_dest_path): |
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shutil.rmtree(js_dest_path) |
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else: |
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print(f"[WARN] ComfyUI-Impact-Pack: Your ComfyUI version is outdated. Please update to the latest version.") |
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if not os.path.exists(js_dest_path): |
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os.makedirs(js_dest_path) |
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js_src_path = os.path.join(impact_path, "js", "impact-pack.js") |
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shutil.copy(js_src_path, js_dest_path) |
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js_src_path = os.path.join(impact_path, "js", "impact-sam-editor.js") |
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shutil.copy(js_src_path, js_dest_path) |
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js_src_path = os.path.join(impact_path, "js", "comboBoolMigration.js") |
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shutil.copy(js_src_path, js_dest_path) |
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setup_js() |
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from impact.impact_pack import * |
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from impact.detectors import * |
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from impact.pipe import * |
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from impact.logics import * |
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from impact.util_nodes import * |
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from impact.segs_nodes import * |
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from impact.special_samplers import * |
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from impact.hf_nodes import * |
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impact.wildcards.read_wildcard_dict(wildcards_path) |
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try: |
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impact.wildcards.read_wildcard_dict(impact.config.get_config()['custom_wildcards']) |
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except Exception as e: |
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print(f"[Impact Pack] Failed to load custom wildcards directory.") |
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NODE_CLASS_MAPPINGS = { |
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"SAMLoader": SAMLoader, |
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"CLIPSegDetectorProvider": CLIPSegDetectorProvider, |
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"ONNXDetectorProvider": ONNXDetectorProvider, |
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"BitwiseAndMaskForEach": BitwiseAndMaskForEach, |
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"SubtractMaskForEach": SubtractMaskForEach, |
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"DetailerForEach": DetailerForEach, |
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"DetailerForEachDebug": DetailerForEachTest, |
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"DetailerForEachPipe": DetailerForEachPipe, |
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"DetailerForEachDebugPipe": DetailerForEachTestPipe, |
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"SAMDetectorCombined": SAMDetectorCombined, |
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"SAMDetectorSegmented": SAMDetectorSegmented, |
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"FaceDetailer": FaceDetailer, |
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"FaceDetailerPipe": FaceDetailerPipe, |
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"MaskDetailerPipe": MaskDetailerPipe, |
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"ToDetailerPipe": ToDetailerPipe, |
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"ToDetailerPipeSDXL": ToDetailerPipeSDXL, |
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"FromDetailerPipe": FromDetailerPipe, |
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"FromDetailerPipe_v2": FromDetailerPipe_v2, |
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"FromDetailerPipeSDXL": FromDetailerPipe_SDXL, |
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"ToBasicPipe": ToBasicPipe, |
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"FromBasicPipe": FromBasicPipe, |
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"FromBasicPipe_v2": FromBasicPipe_v2, |
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"BasicPipeToDetailerPipe": BasicPipeToDetailerPipe, |
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"BasicPipeToDetailerPipeSDXL": BasicPipeToDetailerPipeSDXL, |
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"DetailerPipeToBasicPipe": DetailerPipeToBasicPipe, |
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"EditBasicPipe": EditBasicPipe, |
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"EditDetailerPipe": EditDetailerPipe, |
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"EditDetailerPipeSDXL": EditDetailerPipeSDXL, |
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"LatentPixelScale": LatentPixelScale, |
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"PixelKSampleUpscalerProvider": PixelKSampleUpscalerProvider, |
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"PixelKSampleUpscalerProviderPipe": PixelKSampleUpscalerProviderPipe, |
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"IterativeLatentUpscale": IterativeLatentUpscale, |
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"IterativeImageUpscale": IterativeImageUpscale, |
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"PixelTiledKSampleUpscalerProvider": PixelTiledKSampleUpscalerProvider, |
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"PixelTiledKSampleUpscalerProviderPipe": PixelTiledKSampleUpscalerProviderPipe, |
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"TwoSamplersForMaskUpscalerProvider": TwoSamplersForMaskUpscalerProvider, |
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"TwoSamplersForMaskUpscalerProviderPipe": TwoSamplersForMaskUpscalerProviderPipe, |
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"PixelKSampleHookCombine": PixelKSampleHookCombine, |
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"DenoiseScheduleHookProvider": DenoiseScheduleHookProvider, |
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"CfgScheduleHookProvider": CfgScheduleHookProvider, |
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"NoiseInjectionHookProvider": NoiseInjectionHookProvider, |
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"NoiseInjectionDetailerHookProvider": NoiseInjectionDetailerHookProvider, |
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"CoreMLDetailerHookProvider": CoreMLDetailerHookProvider, |
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"BitwiseAndMask": BitwiseAndMask, |
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"SubtractMask": SubtractMask, |
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"AddMask": AddMask, |
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"ImpactSegsAndMask": SegsBitwiseAndMask, |
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"ImpactSegsAndMaskForEach": SegsBitwiseAndMaskForEach, |
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"EmptySegs": EmptySEGS, |
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"MediaPipeFaceMeshToSEGS": MediaPipeFaceMeshToSEGS, |
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"MaskToSEGS": MaskToSEGS, |
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"MaskToSEGS_for_AnimateDiff": MaskToSEGS_for_AnimateDiff, |
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"ToBinaryMask": ToBinaryMask, |
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"MasksToMaskList": MasksToMaskList, |
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"MaskListToMaskBatch": MaskListToMaskBatch, |
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"ImageListToImageBatch": ImageListToMaskBatch, |
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"BboxDetectorSEGS": BboxDetectorForEach, |
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"SegmDetectorSEGS": SegmDetectorForEach, |
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"ONNXDetectorSEGS": BboxDetectorForEach, |
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"ImpactSimpleDetectorSEGS_for_AD": SimpleDetectorForAnimateDiff, |
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"ImpactSimpleDetectorSEGS": SimpleDetectorForEach, |
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"ImpactSimpleDetectorSEGSPipe": SimpleDetectorForEachPipe, |
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"ImpactControlNetApplySEGS": ControlNetApplySEGS, |
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"ImpactDecomposeSEGS": DecomposeSEGS, |
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"ImpactAssembleSEGS": AssembleSEGS, |
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"ImpactFrom_SEG_ELT": From_SEG_ELT, |
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"ImpactEdit_SEG_ELT": Edit_SEG_ELT, |
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"ImpactDilate_Mask_SEG_ELT": Dilate_SEG_ELT, |
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"ImpactDilateMask": DilateMask, |
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"ImpactScaleBy_BBOX_SEG_ELT": SEG_ELT_BBOX_ScaleBy, |
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"BboxDetectorCombined_v2": BboxDetectorCombined, |
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"SegmDetectorCombined_v2": SegmDetectorCombined, |
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"SegsToCombinedMask": SegsToCombinedMask, |
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"KSamplerProvider": KSamplerProvider, |
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"TwoSamplersForMask": TwoSamplersForMask, |
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"TiledKSamplerProvider": TiledKSamplerProvider, |
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"KSamplerAdvancedProvider": KSamplerAdvancedProvider, |
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"TwoAdvancedSamplersForMask": TwoAdvancedSamplersForMask, |
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"PreviewBridge": PreviewBridge, |
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"ImageSender": ImageSender, |
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"ImageReceiver": ImageReceiver, |
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"LatentSender": LatentSender, |
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"LatentReceiver": LatentReceiver, |
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"ImageMaskSwitch": ImageMaskSwitch, |
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"LatentSwitch": GeneralSwitch, |
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"SEGSSwitch": GeneralSwitch, |
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"ImpactSwitch": GeneralSwitch, |
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"ImpactInversedSwitch": GeneralInversedSwitch, |
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"ImpactWildcardProcessor": ImpactWildcardProcessor, |
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"ImpactWildcardEncode": ImpactWildcardEncode, |
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"SEGSDetailer": SEGSDetailer, |
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"SEGSPaste": SEGSPaste, |
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"SEGSPreview": SEGSPreview, |
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"SEGSToImageList": SEGSToImageList, |
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"ImpactSEGSToMaskList": SEGSToMaskList, |
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"ImpactSEGSToMaskBatch": SEGSToMaskBatch, |
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"ImpactSEGSConcat": SEGSConcat, |
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"ImpactSEGSPicker": SEGSPicker, |
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"SEGSDetailerForAnimateDiff": SEGSDetailerForAnimateDiff, |
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"ImpactKSamplerBasicPipe": KSamplerBasicPipe, |
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"ImpactKSamplerAdvancedBasicPipe": KSamplerAdvancedBasicPipe, |
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"ReencodeLatent": ReencodeLatent, |
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"ReencodeLatentPipe": ReencodeLatentPipe, |
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"ImpactImageBatchToImageList": ImageBatchToImageList, |
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"ImpactMakeImageList": MakeImageList, |
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"ImpactMakeImageBatch": MakeImageBatch, |
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"RegionalSampler": RegionalSampler, |
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"RegionalSamplerAdvanced": RegionalSamplerAdvanced, |
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"CombineRegionalPrompts": CombineRegionalPrompts, |
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"RegionalPrompt": RegionalPrompt, |
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"ImpactCombineConditionings": CombineConditionings, |
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"ImpactSEGSLabelFilter": SEGSLabelFilter, |
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"ImpactSEGSRangeFilter": SEGSRangeFilter, |
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"ImpactSEGSOrderedFilter": SEGSOrderedFilter, |
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"ImpactCompare": ImpactCompare, |
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"ImpactConditionalBranch": ImpactConditionalBranch, |
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"ImpactInt": ImpactInt, |
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"ImpactValueSender": ImpactValueSender, |
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"ImpactValueReceiver": ImpactValueReceiver, |
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"ImpactImageInfo": ImpactImageInfo, |
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"ImpactMinMax": ImpactMinMax, |
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"ImpactNeg": ImpactNeg, |
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"ImpactConditionalStopIteration": ImpactConditionalStopIteration, |
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"ImpactStringSelector": StringSelector, |
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"RemoveNoiseMask": RemoveNoiseMask, |
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"ImpactLogger": ImpactLogger, |
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"ImpactDummyInput": ImpactDummyInput, |
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"ImpactQueueTrigger": ImpactQueueTrigger, |
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"ImpactQueueTriggerCountdown": ImpactQueueTriggerCountdown, |
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"ImpactSetWidgetValue": ImpactSetWidgetValue, |
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"ImpactNodeSetMuteState": ImpactNodeSetMuteState, |
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"ImpactControlBridge": ImpactControlBridge, |
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"ImpactIsNotEmptySEGS": ImpactNotEmptySEGS, |
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"ImpactSleep": ImpactSleep, |
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"ImpactHFTransformersClassifierProvider": HF_TransformersClassifierProvider, |
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"ImpactSEGSClassify": SEGS_Classify |
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} |
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NODE_DISPLAY_NAME_MAPPINGS = { |
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"BboxDetectorSEGS": "BBOX Detector (SEGS)", |
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"SegmDetectorSEGS": "SEGM Detector (SEGS)", |
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"ONNXDetectorSEGS": "ONNX Detector (SEGS/legacy) - use BBOXDetector", |
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"ImpactSimpleDetectorSEGS_for_AD": "Simple Detector for AnimateDiff (SEGS)", |
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"ImpactSimpleDetectorSEGS": "Simple Detector (SEGS)", |
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"ImpactSimpleDetectorSEGSPipe": "Simple Detector (SEGS/pipe)", |
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"ImpactControlNetApplySEGS": "ControlNetApply (SEGS)", |
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"BboxDetectorCombined_v2": "BBOX Detector (combined)", |
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"SegmDetectorCombined_v2": "SEGM Detector (combined)", |
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"SegsToCombinedMask": "SEGS to MASK (combined)", |
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"MediaPipeFaceMeshToSEGS": "MediaPipe FaceMesh to SEGS", |
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"MaskToSEGS": "MASK to SEGS", |
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"MaskToSEGS_for_AnimateDiff": "MASK to SEGS for AnimateDiff", |
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"BitwiseAndMaskForEach": "Bitwise(SEGS & SEGS)", |
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"SubtractMaskForEach": "Bitwise(SEGS - SEGS)", |
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"ImpactSegsAndMask": "Bitwise(SEGS & MASK)", |
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"ImpactSegsAndMaskForEach": "Bitwise(SEGS & MASKS ForEach)", |
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"BitwiseAndMask": "Bitwise(MASK & MASK)", |
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"SubtractMask": "Bitwise(MASK - MASK)", |
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"AddMask": "Bitwise(MASK + MASK)", |
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"DetailerForEach": "Detailer (SEGS)", |
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"DetailerForEachPipe": "Detailer (SEGS/pipe)", |
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"DetailerForEachDebug": "DetailerDebug (SEGS)", |
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"DetailerForEachDebugPipe": "DetailerDebug (SEGS/pipe)", |
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"SEGSDetailerForAnimateDiff": "Detailer For AnimateDiff (SEGS/pipe)", |
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"SAMDetectorCombined": "SAMDetector (combined)", |
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"SAMDetectorSegmented": "SAMDetector (segmented)", |
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"FaceDetailerPipe": "FaceDetailer (pipe)", |
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"MaskDetailerPipe": "MaskDetailer (Pipe)", |
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"FromDetailerPipeSDXL": "FromDetailer (SDXL/pipe)", |
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"BasicPipeToDetailerPipeSDXL": "BasicPipe -> DetailerPipe (SDXL)", |
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"EditDetailerPipeSDXL": "Edit DetailerPipe (SDXL)", |
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"BasicPipeToDetailerPipe": "BasicPipe -> DetailerPipe", |
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"DetailerPipeToBasicPipe": "DetailerPipe -> BasicPipe", |
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"EditBasicPipe": "Edit BasicPipe", |
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"EditDetailerPipe": "Edit DetailerPipe", |
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"LatentPixelScale": "Latent Scale (on Pixel Space)", |
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"IterativeLatentUpscale": "Iterative Upscale (Latent)", |
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"IterativeImageUpscale": "Iterative Upscale (Image)", |
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"TwoSamplersForMaskUpscalerProvider": "TwoSamplersForMask Upscaler Provider", |
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"TwoSamplersForMaskUpscalerProviderPipe": "TwoSamplersForMask Upscaler Provider (pipe)", |
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"ReencodeLatent": "Reencode Latent", |
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"ReencodeLatentPipe": "Reencode Latent (pipe)", |
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"ImpactKSamplerBasicPipe": "KSampler (pipe)", |
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"ImpactKSamplerAdvancedBasicPipe": "KSampler (Advanced/pipe)", |
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"ImpactSEGSLabelFilter": "SEGS Filter (label)", |
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"ImpactSEGSRangeFilter": "SEGS Filter (range)", |
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"ImpactSEGSOrderedFilter": "SEGS Filter (ordered)", |
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"ImpactSEGSConcat": "SEGS Concat", |
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"ImpactSEGSToMaskList": "SEGS to Mask List", |
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"ImpactSEGSToMaskBatch": "SEGS to Mask Batch", |
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"ImpactSEGSPicker": "Picker (SEGS)", |
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"ImpactDecomposeSEGS": "Decompose (SEGS)", |
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"ImpactAssembleSEGS": "Assemble (SEGS)", |
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"ImpactFrom_SEG_ELT": "From SEG_ELT", |
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"ImpactEdit_SEG_ELT": "Edit SEG_ELT", |
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"ImpactDilate_Mask_SEG_ELT": "Dilate Mask (SEG_ELT)", |
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"ImpactScaleBy_BBOX_SEG_ELT": "ScaleBy BBOX (SEG_ELT)", |
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"ImpactDilateMask": "Dilate Mask", |
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"PreviewBridge": "Preview Bridge", |
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"ImageSender": "Image Sender", |
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"ImageReceiver": "Image Receiver", |
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"ImageMaskSwitch": "Switch (images, mask)", |
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"ImpactSwitch": "Switch (Any)", |
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"ImpactInversedSwitch": "Inversed Switch (Any)", |
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"MasksToMaskList": "Masks to Mask List", |
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"MaskListToMaskBatch": "Mask List to Masks", |
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"ImpactImageBatchToImageList": "Image batch to Image List", |
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"ImageListToImageBatch": "Image List to Image Batch", |
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"ImpactMakeImageList": "Make Image List", |
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"ImpactMakeImageBatch": "Make Image Batch", |
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"ImpactStringSelector": "String Selector", |
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"ImpactIsNotEmptySEGS": "SEGS isn't Empty", |
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"RemoveNoiseMask": "Remove Noise Mask", |
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"ImpactCombineConditionings": "Combine Conditionings", |
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"ImpactQueueTrigger": "Queue Trigger", |
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"ImpactQueueTriggerCountdown": "Queue Trigger (Countdown)", |
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"ImpactSetWidgetValue": "Set Widget Value", |
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"ImpactNodeSetMuteState": "Set Mute State", |
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"ImpactControlBridge": "Control Bridge", |
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"ImpactSleep": "Sleep", |
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"ImpactHFTransformersClassifierProvider": "HF Transformers Classifier Provider", |
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"ImpactSEGSClassify": "SEGS Classify", |
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"LatentSwitch": "Switch (latent/legacy)", |
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"SEGSSwitch": "Switch (SEGS/legacy)" |
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} |
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if not impact.config.get_config()['mmdet_skip']: |
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from impact.mmdet_nodes import * |
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import impact.legacy_nodes |
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NODE_CLASS_MAPPINGS.update({ |
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"MMDetDetectorProvider": MMDetDetectorProvider, |
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"MMDetLoader": impact.legacy_nodes.MMDetLoader, |
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"MaskPainter": impact.legacy_nodes.MaskPainter, |
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"SegsMaskCombine": impact.legacy_nodes.SegsMaskCombine, |
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"BboxDetectorForEach": impact.legacy_nodes.BboxDetectorForEach, |
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"SegmDetectorForEach": impact.legacy_nodes.SegmDetectorForEach, |
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"BboxDetectorCombined": impact.legacy_nodes.BboxDetectorCombined, |
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"SegmDetectorCombined": impact.legacy_nodes.SegmDetectorCombined, |
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}) |
|
|
|
|
|
NODE_DISPLAY_NAME_MAPPINGS.update({ |
|
|
"MaskPainter": "MaskPainter (Deprecated)", |
|
|
"MMDetLoader": "MMDetLoader (Legacy)", |
|
|
"SegsMaskCombine": "SegsMaskCombine (Legacy)", |
|
|
"BboxDetectorForEach": "BboxDetectorForEach (Legacy)", |
|
|
"SegmDetectorForEach": "SegmDetectorForEach (Legacy)", |
|
|
"BboxDetectorCombined": "BboxDetectorCombined (Legacy)", |
|
|
"SegmDetectorCombined": "SegmDetectorCombined (Legacy)", |
|
|
}) |
|
|
|
|
|
try: |
|
|
import impact.subpack_nodes |
|
|
|
|
|
NODE_CLASS_MAPPINGS.update(impact.subpack_nodes.NODE_CLASS_MAPPINGS) |
|
|
NODE_DISPLAY_NAME_MAPPINGS.update(impact.subpack_nodes.NODE_DISPLAY_NAME_MAPPINGS) |
|
|
except Exception as e: |
|
|
print("### ComfyUI-Impact-Pack: (IMPORT FAILED) Subpack\n") |
|
|
print(" The module at the `custom_nodes/ComfyUI-Impact-Pack/impact_subpack` path appears to be incomplete.") |
|
|
print(" Recommended to delete the path and restart ComfyUI.") |
|
|
print(" If the issue persists, please report it to https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues.") |
|
|
print("\n---------------------------------") |
|
|
traceback.print_exc() |
|
|
print("---------------------------------\n") |
|
|
|
|
|
WEB_DIRECTORY = "js" |
|
|
__all__ = ['NODE_CLASS_MAPPINGS', 'NODE_DISPLAY_NAME_MAPPINGS'] |
|
|
|
