unum-cloud
/

uform-vl-english-small

Feature Extraction

Model card Files Files and versions Community

kimihailv commited on Mar 28

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c1fc197

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1 Parent(s): a2d25ae

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README.md +4 -4

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@@ -62,11 +62,11 @@ from PIL import Image
 text = 'a small red panda in a zoo'
 image = Image.open('red_panda.jpg')
-image_data = model.preprocess_image(image)
-text_data = model.preprocess_text(text)
-image_embedding = model.encode_image(image_data)
-text_embedding = model.encode_text(text_data)
 joint_embedding = model.encode_multimodal(image=image_data, text=text_data)
 ```

 text = 'a small red panda in a zoo'
 image = Image.open('red_panda.jpg')
+image_data = processor.preprocess_image(image)
+text_data = processor.preprocess_text(text)
+image_features, image_embedding = model.encode_image(image_data, return_features=True)
+text_features, text_embedding = model.encode_text(text_data, return_features=True)
 joint_embedding = model.encode_multimodal(image=image_data, text=text_data)
 ```