mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-19 09:39:23 +01:00
38 lines
1.0 KiB
Python
38 lines
1.0 KiB
Python
|
# Copyright (c) Alibaba, Inc. and its affiliates.
|
||
|
|
|
||
|
|
import unittest
|
||
|
|
|
||
|
|
import cv2
|
||
|
|
|
||
|
|
from modelscope.pipelines import pipeline
|
||
|
|
from modelscope.utils.constant import Tasks
|
||
|
|
from modelscope.utils.test_utils import test_level
|
||
|
|
|
||
|
|
|
||
|
|
class ConesStableDiffusionTest(unittest.TestCase):
|
||
|
|
|
||
|
|
def setUp(self) -> None:
|
||
|
|
self.task = Tasks.text_to_image_synthesis
|
||
|
|
self.model_id = 'damo/Cones2'
|
||
|
|
|
||
|
|
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
|
||
|
|
def test_run(self):
|
||
|
|
|
||
|
|
pipe = pipeline(
|
||
|
|
task=self.task, model=self.model_id, model_revision='v1.0.1')
|
||
|
|
output = pipe({
|
||
|
|
'text': 'a mug and a dog on the beach',
|
||
|
|
'subject_list': [['mug', 2], ['dog', 5]],
|
||
|
|
'color_context': {
|
||
|
|
'255,192,0': ['mug', 2.5],
|
||
|
|
'255,0,0': ['dog', 2.5]
|
||
|
|
},
|
||
|
|
'layout': 'data/test/images/mask_example.png'
|
||
|
|
})
|
||
|
|
cv2.imwrite('result.png', output['output_imgs'][0])
|
||
|
|
print('Image saved to result.png')
|
||
|
|
|
||
|
|
|
||
|
|
if __name__ == '__main__':
|
||
|
|
unittest.main()
|