# 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() >= 2, 'skip test for diffusers compatible') 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()