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Create image_generation.py
Browse files- image_generation.py +14 -0
image_generation.py
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from PIL import Image
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import torch
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from transformers import CLIPProcessor, CLIPModel
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def generate_image_from_text(prompt):
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model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")
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processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
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inputs = processor(text=[prompt], images=None, return_tensors="pt", padding=True)
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outputs = model(**inputs)
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# Dummy image return (you can integrate real image generation later)
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img = Image.new("RGB", (256, 256), color="blue") # Just a placeholder image
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return img
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