Nodes/CRT-Nodes/Isolate Input CLIPSeg (CRT)
ComfyUI Node

Isolate Input CLIPSeg (CRT)

A ComfyUI node in CRT/Utils/Isolate with 10 inputs and 2 outputs.

By PGCRT·Created 2 years ago·Updated 7 days ago· 129
Isolate Input CLIPSeg (CRT)
  • images
  • cropped_images
  • pipe
what_to_detectface
performance_presetBalanced
detect_chunk_size10
padding512
threshold0.50
blur_sigma0.0
bbox_expansion1.00
crop_smooth_alpha0.65
crop_megapixels1.00
CategoryCRT/Utils/Isolate

Inputs (10)

NameTypeDefaultDescription
imagesIMAGE
what_to_detectSTRINGfaceText prompt used by CLIPSeg, for example 'face' or 'person'.
performance_presetCOMBOBalancedFast = quickest detection, Balanced = default tradeoff, Quality = highest available quality in the current custom-node path and slower processing.
detect_chunk_sizeINT100–4096Detection batch size. 0 = process the whole batch at once, 1 = per-image processing, 2+ = fixed chunk size.
paddingINT5120–2048Extra border added around the input batch before detection so subjects near the edges are not cropped too tightly.
thresholdFLOAT0.500–1Detection confidence threshold. Lower values find more mask areas, higher values are stricter.
blur_sigmaFLOAT0.00–100Optional blur applied to CLIPSeg masks before crop extraction.
bbox_expansionFLOAT1.000.5–4Expands the detected crop box around the subject. Higher values give a looser crop.
crop_smooth_alphaFLOAT0.650–1Temporal smoothing for crop position. Lower = steadier crop, higher = follows motion more closely.
crop_megapixelsFLOAT1.000–8Target resolution for the cropped output images. 0 disables crop rescaling.

Outputs (2)

NameTypeDescription
cropped_imagesIMAGE
pipeCRT_ISOLATE_PIPE