mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-17 00:37:43 +01:00
29 lines
1001 B
Python
29 lines
1001 B
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
|
|
import unittest
|
|
|
|
from modelscope.outputs import OutputKeys
|
|
from modelscope.pipelines import pipeline
|
|
from modelscope.utils.constant import Tasks
|
|
from modelscope.utils.test_utils import test_level
|
|
|
|
|
|
class TextDrivenSegmentationTest(unittest.TestCase):
|
|
|
|
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
|
|
def test_text_driven_segmentation(self):
|
|
input_location = 'data/test/images/text_driven_segmentation.jpg'
|
|
test_input = {
|
|
'image': input_location,
|
|
'text': 'bear',
|
|
}
|
|
model_id = 'damo/cv_vitl16_segmentation_text-driven-seg'
|
|
shop_seg = pipeline(Tasks.text_driven_segmentation, model=model_id)
|
|
result = shop_seg(test_input)
|
|
import cv2
|
|
# result[OutputKeys.MASKS] is segment map result,other keys are not used
|
|
cv2.imwrite(input_location + '_lseg.jpg', result[OutputKeys.MASKS])
|
|
|
|
|
|
if __name__ == '__main__':
|
|
unittest.main()
|