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2026-02-08 20:41:02 +08:00

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Mask to SAM3 Box - Mask to SAM3 box prompt

Node Purpose: Mask to SAM3 Box converts an input mask into bounding-box prompts and outputs a SAM3_BOXES_PROMPT structure for SAM3 workflows that require box prompts. It supports positive/negative prompts, merged output, and connected-component split output.

Inputs

Name Port Type Default Range Description
mask - MASK - - Input mask (batch supported). Pixels with value > 0.5 are treated as foreground
condition - COMBO positive positive / negative Prompt label; positive means foreground boxes, negative means exclusion boxes
output_mode - COMBO merge merge / separate merge outputs a single merged box; separate outputs multiple boxes by connected components

Outputs

Name Type Description
sam3_box SAM3_BOXES_PROMPT SAM3 box prompt; a dict for single mask, and a list of dicts for batched masks

Features

  • Box extraction:
    • merge: computes one minimal enclosing rectangle over all foreground pixels.
    • separate: computes an enclosing rectangle per foreground connected component.
  • Normalized format: each box is output as [cx, cy, bw, bh] normalized to 0-1 relative to mask width/height.
  • Label output: labels is a boolean list where positive maps to True and negative maps to False, aligned with boxes.

Typical Usage

  • Connect a MASK from segmentation/detection to this node, then connect sam3_box to nodes that accept SAM3 box prompts.
  • Use condition=negative to exclude areas; use output_mode=merge to reduce the number of boxes.

Notes & Tips

  • Mask noise can produce many small boxes in separate mode. Consider upstream cleanup or use merge.