facebookresearch / facebookresearch/segment-anything

Why SAM not able draw polygon in less thickness line area

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Description

I am trying to separate polygon, as you can see in the images few are not able to predict as expected. I have tried changing parameter by checking pred_iou_thresh and stability_score_thresh in SamAutomaticMaskGenerator. especially in the greenery area missing of the polygons.
![find out missing polygons](https://github.com/facebookresearch/segment-anything/assets/34393418/3b170aba-a386-4eda-924e-24bc5277bec7)

Contributor guide

Open the contributing guide

Research direction

Start with the SamAutomaticMaskGenerator entry point and the reported pred_iou_thresh and stability_score_thresh parameters. Reproduce the behavior with the linked image, focusing on missing polygons in greenery and thin-line areas, then document whether the issue is caused by threshold settings or another limitation.

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Assessment

Tech stack
jupyter-notebook
Domain
computer-vision
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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