wehub-resource-sync
37 lines
999 B
Python
37 lines
999 B
Python
"""
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Caption module tests
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"""
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import unittest
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from PIL import Image
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from transformers import AutoModelForImageTextToText, AutoImageProcessor, AutoTokenizer
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from txtai.pipeline import Caption
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# pylint: disable=C0411
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from utils import Utils
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class TestCaption(unittest.TestCase):
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"""
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Caption tests.
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"""
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def testCaption(self):
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"""
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Test captions
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"""
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caption = Caption()
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self.assertEqual(caption(Image.open(Utils.PATH + "/books.jpg")), "a book shelf filled with books and a stack of books")
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# Load passing models directly
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path = "ydshieh/vit-gpt2-coco-en"
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model = AutoModelForImageTextToText.from_pretrained(path)
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tokenizer = AutoTokenizer.from_pretrained(path)
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processor = AutoImageProcessor.from_pretrained(path)
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caption = Caption((model, tokenizer, processor))
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self.assertEqual(caption(Image.open(Utils.PATH + "/books.jpg")), "a book shelf filled with books and a stack of books")
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