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ComfyUI_Swwan | ST Studio

节点名	说明
CropByMask V2/V3	基于 Mask 智能裁剪
RestoreCropBox	还原裁剪区域到原图
Image Crop By Mask	按 Mask 裁剪图像
Image Crop By Mask And Resize	裁剪并缩放
Image Uncrop By Mask	还原裁剪

节点名	说明
Get Image Range From Batch	从批次获取指定范围图像
Get Images From Batch Indexed	按索引获取图像
Insert Images To Batch Indexed	按索引插入图像
Replace Images In Batch	替换批次中的图像
Shuffle Image Batch	打乱图像顺序
Reverse Image Batch	反转图像顺序
Image Batch Multi	多图像批次合并
Image List To Batch / Batch To List	列表与批次互转

节点名	说明
Seed	种子节点（支持随机/递增）
IO Save Image Format	轻量格式保存节点，保留质量/压缩/优化等关键参数，适合 Replicate 快速导出
Patch Sage Attention KJ (KJ Alternative)	独立的 SageAttention 模型补丁节点
MiniMax H3 Mem Eff Sage Attention Patch (KJ Alternative)	MiniMax H3 的低显存 SageAttention 模型补丁节点
Get Image Size & Count	获取图像尺寸和数量
Get Latent Size & Count	获取 Latent 尺寸和数量
Preview Animation	动画预览
Fast Preview	快速预览

Load Image
   ↓
RGBA Safe Pre
   ↓
Any IMAGE Node
   ↓
RGBA Multi Save   (png/webp, alpha_mode=auto 或 keep)

Load Image
   ↓
RGBA Safe Pre
   ↓

Nodos de este paquete

100 nodos

AddLabel
AnyBooleanSwitch (Swwan)
AnySwitch (Swwan)
BatchSlice
BoundedImageCrop
BoundedImageCropWithMask
ColorMatch
CrossFadeImages
CrossFadeImagesMulti
DrawMaskOnImage
FastPreview
GetImageRangeFromBatch
GetImagesFromBatchIndexed
GetImageSizeAndCount
GetLatentRangeFromBatch
GetLatentSizeAndCount
Image_Resize_sum
Image_Resize_sum_data
Image_Resize_sum_restore
ImageAddMulti
ImageAndMaskPreview
ImageBatchExtendWithOverlap
ImageBatchFilter
ImageBatchJoinWithTransition
ImageBatchMulti
ImageBatchRepeatInterleaving
ImageBatchTestPattern
ImageBlendSwwan
ImageConcanate
ImageConcatFromBatch
ImageConcatMulti
ImageCropByMask
ImageCropByMaskAndResize
ImageCropByMaskBatch
ImageGrabPIL
ImageGridComposite2x2
ImageGridComposite3x3
ImageGridtoBatch
ImageNormalize_Neg1_To_1
ImagePadForOutpaintMasked
ImagePadForOutpaintTargetSize
ImagePadKJ
ImagePass
ImagePrepForICLora
ImageResizeByMegapixels
ImageResizeKJ
ImageResizeKJv2Alternative
ImageTensorList
ImageUncropByMask
ImageUpscaleWithModelBatched
InsertImagesToBatchIndexed
InsertLatentToIndex
IO_save_image
IO_save_image_format
LayerUtility: ColorImage (Swwan)
LayerUtility: CropByMask V2
LayerUtility: CropByMask V3
LayerUtility: CropByMask V4
LayerUtility: ImageScaleByAspectRatio V2
LayerUtility: RestoreCropBox
LayerUtility: RestoreCropBox V2
list_Merge
list_num_range
list_Slice
list_Value
LoadAndResizeImage
LoadImagesFromFolderKJ
LoadVideosFromFolder
Mask_transform_sum
math_calculate
math_Remap_data
MathExpression_UTK
MergeBatch
MergeImageChannels
MiniMaxH3MemoryEfficientSageAttentionPatchKJAlternative
PadImageBatchInterleaved
PatchSageAttentionKJAlternative
PreviewAnimation
raiseExceptionOnTrue
RemapImageRange
ReplaceImagesInBatch
ReverseImageBatch
RGBA_Multi_Save
RGBA_Safe_Post
RGBA_Safe_Pre
RGBA_Save
SaveImageKJ
SaveImageWithAlpha
SaveStringKJ
sch_image
sch_mask
sch_Prompt
sch_split_text
sch_text
sch_Value
Seed (rgthree)
ShuffleImageBatch
SplitImageChannels
SwwanColorShiftFix
SwwanCropByMaskV5

Resize Image v2 (KJ Alternative)	多功能图像缩放，支持裁剪/填充/拉伸，以及可选 NVIDIA RTX VSR
Image Resize By Megapixels	按目标百万像素缩放，支持宽高比控制与可选 NVIDIA RTX VSR
Image Concatenate	图像拼接（横向/纵向）
Image Concat From Batch	从批次中拼接图像
Image Grid Composite 2x2/3x3	2x2/3x3 网格合成
Color Match	颜色匹配
Color Shift Fix	视频 inpaint 色差修复：以遮罩外区域为参考逐帧拟合每通道仿射变换，参数时序平滑防闪烁
Save Image With Alpha	保存带透明通道的图像
Cross Fade Images	图像交叉淡入淡出
Add Label	添加文字标签
Image Pad KJ	图像填充
Draw Mask On Image	在图像上绘制 Mask
RGBA Safe Pre / Post / Save / Multi Save	透明图安全前后处理与多格式保存

节点名	说明
ImageScaleByAspectRatio V2	按宽高比缩放
Image Resize sum	综合缩放节点
Load And Resize Image	加载并缩放图像

节点名	说明
Math Expression	数学表达式计算
Math Calculate	数学计算
Math Remap Data	数值映射

节点名	说明
Any Switch	任意类型切换
Any Boolean Switch	布尔切换

ComfyUI_Swwan

ComfyUI_Swwan

节点列表

图像处理 (Image)

图像裁剪 (Crop)

批处理 (Batch)

比例缩放 (Scale)

Mask 处理

数学运算 (Math)

开关与控制 (Switch)

工具 (Utility)

IO Save Image Format

KJ Alternative SageAttention

NVIDIA RTX Video Super Resolution

RGBA 节点详解

解决的问题

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