mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-21 18:49:23 +01:00
47 lines
1.8 KiB
Python
47 lines
1.8 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
|
|
import unittest
|
|
|
|
import PIL
|
|
|
|
from modelscope.pipelines import pipeline
|
|
from modelscope.pipelines.base import Pipeline
|
|
from modelscope.utils.constant import Tasks
|
|
from modelscope.utils.demo_utils import DemoCompatibilityCheck
|
|
from modelscope.utils.test_utils import test_level
|
|
|
|
|
|
class OCRRecognitionTest(unittest.TestCase, DemoCompatibilityCheck):
|
|
|
|
def setUp(self) -> None:
|
|
self.model_id = 'damo/cv_convnextTiny_ocr-recognition-general_damo'
|
|
self.test_image = 'data/test/images/ocr_recognition.jpg'
|
|
self.task = Tasks.ocr_recognition
|
|
|
|
def pipeline_inference(self, pipeline: Pipeline, input_location: str):
|
|
result = pipeline(input_location)
|
|
print('ocr recognition results: ', result)
|
|
|
|
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
|
|
def test_run_with_model_from_modelhub(self):
|
|
ocr_recognition = pipeline(Tasks.ocr_recognition, model=self.model_id)
|
|
self.pipeline_inference(ocr_recognition, self.test_image)
|
|
|
|
@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
|
|
def test_run_with_model_from_modelhub_PILinput(self):
|
|
ocr_recognition = pipeline(Tasks.ocr_recognition, model=self.model_id)
|
|
imagePIL = PIL.Image.open(self.test_image)
|
|
self.pipeline_inference(ocr_recognition, imagePIL)
|
|
|
|
@unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
|
|
def test_run_modelhub_default_model(self):
|
|
ocr_recognition = pipeline(Tasks.ocr_recognition)
|
|
self.pipeline_inference(ocr_recognition, self.test_image)
|
|
|
|
@unittest.skip('demo compatibility test is only enabled on a needed-basis')
|
|
def test_demo_compatibility(self):
|
|
self.compatibility_check()
|
|
|
|
|
|
if __name__ == '__main__':
|
|
unittest.main()
|