flaviagiammarino
/

pubmed-clip-vit-base-patch32

Zero-Shot Image Classification

Inference Endpoints

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flaviagiammarino commited on Jul 12, 2023

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@@ -37,7 +37,7 @@ from transformers import CLIPProcessor, CLIPModel
 model = CLIPModel.from_pretrained("flaviagiammarino/pubmed-clip-vit-base-patch32")
 processor = CLIPProcessor.from_pretrained("flaviagiammarino/pubmed-clip-vit-base-patch32")
-url = "https://d168r5mdg5gtkq.cloudfront.net/medpix/img/full/synpic9078.jpg"
 image = Image.open(requests.get(url, stream=True).raw)
 inputs = processor(text=["Chest X-Ray", "Brain MRI", "Abdomen CT Scan"], images=image, return_tensors="pt", padding=True)

 model = CLIPModel.from_pretrained("flaviagiammarino/pubmed-clip-vit-base-patch32")
 processor = CLIPProcessor.from_pretrained("flaviagiammarino/pubmed-clip-vit-base-patch32")
+url = "https://huggingface.co/flaviagiammarino/pubmed-clip-vit-base-patch32/resolve/main/scripts/input.jpeg"
 image = Image.open(requests.get(url, stream=True).raw)
 inputs = processor(text=["Chest X-Ray", "Brain MRI", "Abdomen CT Scan"], images=image, return_tensors="pt", padding=True)