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soho-clip-embeddings-explorer

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sohojoe commited on May 9, 2023

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1731153

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1 Parent(s): cdfc363

fix naming in docs

Files changed (1) hide show

experimental/clip_app_client.py CHANGED Viewed

@@ -13,17 +13,17 @@ class ClipAppClient:
     """
     A class to handle generating embeddings using the OpenAI CLIP model.
-    clip_embeddings = ClipEmbeddings()
     test_image_url = "https://example.com/image.jpg"
-    preprocessed_image = clip_embeddings.preprocess_image(test_image_url)
     text = "A beautiful landscape"
-    text_embeddings = clip_embeddings.text_to_embedding(text)
-    image_embeddings = clip_embeddings.image_url_to_embedding(test_image_url)
-    preprocessed_image_embeddings = clip_embeddings.preprocessed_image_to_embedding(preprocessed_image)
     """
     def __init__(self, clip_model="ViT-L/14", device=None):

     """
     A class to handle generating embeddings using the OpenAI CLIP model.
+    app_client = ClipAppClient()
     test_image_url = "https://example.com/image.jpg"
+    preprocessed_image = app_client.preprocess_image(test_image_url)
     text = "A beautiful landscape"
+    text_embeddings = app_client.text_to_embedding(text)
+    image_embeddings = app_client.image_url_to_embedding(test_image_url)
+    preprocessed_image_embeddings = app_client.preprocessed_image_to_embedding(preprocessed_image)
     """
     def __init__(self, clip_model="ViT-L/14", device=None):