ComfyUI Node: 🎯 Cascade Detector Advanced (Bbox/Segm, Staged)

Authored by Devourer56

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Category

Detection/Cascade

Inputs

image IMAGE
mode
  • sequential
  • parallel
  • parallel_per_segment
target_size INT
max_size INT
iou_threshold FLOAT
include_masks_in_output BOOLEAN
simplify_masks BOOLEAN
simplify_kernel_size INT
simplify_iterations INT
segs_input SEGS
stage_1_enabled BOOLEAN
stage_1_detector_type
  • bbox
  • segm
stage_1_bbox_detector BBOX_DETECTOR
stage_1_segm_detector SEGM_DETECTOR
stage_1_confidence FLOAT
stage_1_iou_threshold FLOAT
stage_1_dilation INT
stage_1_classes STRING
stage_1_crop_factor FLOAT
stage_1_scale_mode
  • bbox
  • crop_region
  • fixed
stage_1_target_size INT
stage_1_max_size INT
stage_1_process_empty BOOLEAN
stage1_input_filter_labels STRING
min_confidence FLOAT
min_bbox_width INT
min_bbox_height INT
stage_2_enabled BOOLEAN
stage_2_detector_type
  • bbox
  • segm
stage_2_bbox_detector BBOX_DETECTOR
stage_2_segm_detector SEGM_DETECTOR
stage_2_confidence FLOAT
stage_2_iou_threshold FLOAT
stage_2_dilation INT
stage_2_classes STRING
stage_2_crop_factor FLOAT
stage_2_scale_mode
  • bbox
  • crop_region
  • fixed
stage_2_target_size INT
stage_2_max_size INT
stage_2_process_empty BOOLEAN
stage2_input_filter_labels STRING
stage_3_enabled BOOLEAN
stage_3_detector_type
  • bbox
  • segm
stage_3_bbox_detector BBOX_DETECTOR
stage_3_segm_detector SEGM_DETECTOR
stage_3_confidence FLOAT
stage_3_iou_threshold FLOAT
stage_3_dilation INT
stage_3_classes STRING
stage_3_crop_factor FLOAT
stage_3_scale_mode
  • bbox
  • crop_region
  • fixed
stage_3_target_size INT
stage_3_max_size INT
stage_3_process_empty BOOLEAN
stage3_input_filter_labels STRING
drop_size INT

Outputs

SEGS

IMAGE

IMAGE

SEGS

SEGS

SEGS

IMAGE

IMAGE

Extension: ComfyUI-Impact-BIGdetector-BBOX-SEGS

A ComfyUI node implementing cascade object detection system (bbox/segm) using YOLO models with multi-stage processing. (Description by CC)

Authored by Devourer56

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