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modelscope/tests/pipelines/test_abnormal_object_detection.py

25 lines
776 B
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
import unittest
from modelscope.pipelines import pipeline
from modelscope.utils.constant import Tasks
from modelscope.utils.test_utils import test_level
class ObjectDetectionTest(unittest.TestCase):
def setUp(self) -> None:
self.task = Tasks.image_object_detection
self.model_id = 'damo/cv_resnet50_object-detection_maskscoring'
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
def test_abnormal_object_detection(self):
input_location = 'data/test/images/image_detection.jpg'
object_detect = pipeline(self.task, model=self.model_id)
result = object_detect(input_location)
print(result)
if __name__ == '__main__':
unittest.main()