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modelscope/tests/pipelines/test_image_layout_estimation.py

33 lines
992 B
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
import sys
import unittest
import cv2
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 ImageLayoutEstimationTest(unittest.TestCase):
def setUp(self) -> None:
self.task = Tasks.indoor_layout_estimation
self.model_id = 'damo/cv_panovit_indoor-layout-estimation'
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
def test_image_layout_estimation(self):
input_location = 'data/test/images/indoor_layout_estimation.png'
estimator = pipeline(
Tasks.indoor_layout_estimation, model=self.model_id)
result = estimator(input_location)
layout = result[OutputKeys.LAYOUT]
cv2.imwrite('layout.jpg', layout)
print('test_image_layout_estimation DONE')
if __name__ == '__main__':
unittest.main()