Update README.md

README.md

@@ -60,12 +60,11 @@ 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_data = processor.preprocess_image(image)
+text_data = processor.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)
+image_features, image_embedding = model.encode_image(image_data, return_features=True)
+text_features, text_embedding = model.encode_text(text_data, return_features=True)
 ```
 
 To get features: