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25 lines
589 B
25 lines
589 B
1 year ago
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from swarms.models.bioclip import BioClip
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1 year ago
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clip = BioClip(
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"hf-hub:microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224"
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)
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1 year ago
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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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1 year ago
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metadata = {
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"filename": "images/.jpg".split("/")[-1],
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"top_probs": result,
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}
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1 year ago
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clip.plot_image_with_metadata("swarms.jpeg", metadata)
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