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check if valid result from sam #55

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check if valid result from sam
alustigman Apr 17, 2025
4339130
Update image_auto_crop_v2.py
alustigman Apr 30, 2025
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15 changes: 12 additions & 3 deletions py/image_auto_crop_v2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -113,8 +113,17 @@ def image_auto_crop_v2(self, image, fill_background, background_color, aspect_ra
previous_dino_model = grounding_dino_model
item = _image.convert('RGBA')
boxes = groundingdino_predict(DINO_MODEL, item, sam_prompt, sam_threshold)
(_, _mask) = sam_segment(SAM_MODEL, item, boxes)
_mask = mask2image(_mask[0])
sam_result = sam_segment(SAM_MODEL, item, boxes)
if sam_result is not None:
(_, _mask) = sam_result
_mask = mask2image(_mask[0])
else:
# don't do any cropping
_mask = Image.new('RGBA', _image.size, color="#FFFFFF")
ret_images.append(pil2tensor(_image))
ret_box_previews.append(pil2tensor(_mask))
ret_masks.append(image2mask(_mask))
continue
else:
_mask = RMBG(_image)
if ultra_detail_range:
Expand Down Expand Up @@ -250,4 +259,4 @@ def image_auto_crop_v2(self, image, fill_background, background_color, aspect_ra

NODE_DISPLAY_NAME_MAPPINGS = {
"LayerUtility: ImageAutoCrop V2": "LayerUtility: ImageAutoCrop V2(Advance)"
}
}