mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-19 01:29:24 +01:00
38 lines
1.1 KiB
Python
38 lines
1.1 KiB
Python
|
# Copyright (c) Alibaba, Inc. and its affiliates.
|
||
|
|
import os
|
||
|
|
import os.path as osp
|
||
|
|
import unittest
|
||
|
|
|
||
|
|
import cv2
|
||
|
|
|
||
|
|
from modelscope.outputs import OutputKeys
|
||
|
|
from modelscope.pipelines import pipeline
|
||
|
|
from modelscope.pipelines.base import Pipeline
|
||
|
|
from modelscope.utils.constant import Tasks
|
||
|
|
from modelscope.utils.test_utils import test_level
|
||
|
|
|
||
|
|
|
||
|
|
class FaceGenerationTest(unittest.TestCase):
|
||
|
|
|
||
|
|
def setUp(self) -> None:
|
||
|
|
self.model_id = 'damo/cv_gan_face-image-generation'
|
||
|
|
|
||
|
|
def pipeline_inference(self, pipeline: Pipeline, seed: int):
|
||
|
|
result = pipeline(seed)
|
||
|
|
if result is not None:
|
||
|
|
cv2.imwrite('result.png', result[OutputKeys.OUTPUT_IMG])
|
||
|
|
print(f'Output written to {osp.abspath("result.png")}')
|
||
|
|
|
||
|
|
@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
|
||
|
|
def test_run_modelhub(self):
|
||
|
|
seed = 10
|
||
|
|
face_generation = pipeline(
|
||
|
|
Tasks.image_generation,
|
||
|
|
model=self.model_id,
|
||
|
|
)
|
||
|
|
self.pipeline_inference(face_generation, seed)
|
||
|
|
|
||
|
|
|
||
|
|
if __name__ == '__main__':
|
||
|
|
unittest.main()
|