[to #42322933] add transface model

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/12568301

tests/pipelines/test_face_recognition_onnx_transface.py

@@ -0,0 +1,40 @@
+# Copyright (c) Alibaba, Inc. and its affiliates.
+import unittest
+
+import numpy as np
+
+from modelscope.outputs import OutputKeys
+from modelscope.pipelines import pipeline
+from modelscope.utils.constant import Tasks
+from modelscope.utils.demo_utils import DemoCompatibilityCheck
+from modelscope.utils.test_utils import test_level
+
+
+class TransFaceRecognitionTest(unittest.TestCase, DemoCompatibilityCheck):
+
+    def setUp(self) -> None:
+        self.task = Tasks.face_recognition
+        self.model_id = 'damo/cv_vit_face-recognition'
+
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_face_compare(self):
+        img1 = 'data/test/images/face_recognition_1.png'
+        img2 = 'data/test/images/face_recognition_2.png'
+
+        face_recognition = pipeline(
+            Tasks.face_recognition, model=self.model_id)
+        emb1 = face_recognition(img1)[OutputKeys.IMG_EMBEDDING]
+        emb2 = face_recognition(img2)[OutputKeys.IMG_EMBEDDING]
+        if emb1 is None or emb2 is None:
+            print('No Detected Face.')
+        else:
+            sim = np.dot(emb1[0], emb2[0])
+            print(f'Cos similarity={sim:.3f}, img1:{img1}  img2:{img2}')
+
+    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
+    def test_demo_compatibility(self):
+        self.compatibility_check()
+
+
+if __name__ == '__main__':
+    unittest.main()