20 lines
572 B
20 lines
572 B
from swarms.models.bioclip import BioClip
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clip = BioClip("hf-hub:microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224")
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labels = [
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"adenocarcinoma histopathology",
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"brain MRI",
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"covid line chart",
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"squamous cell carcinoma histopathology",
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"immunohistochemistry histopathology",
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"bone X-ray",
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"chest X-ray",
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"pie chart",
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"hematoxylin and eosin histopathology",
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]
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result = clip("swarms.jpeg", labels)
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metadata = {"filename": "images/.jpg".split("/")[-1], "top_probs": result}
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clip.plot_image_with_metadata("swarms.jpeg", metadata)
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