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Create modules/image_gen.py
Browse files- modules/image_gen.py +30 -0
modules/image_gen.py
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import os
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from huggingface_hub import InferenceClient
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# We use Stable Diffusion XL for high-quality 3D results
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MODEL_ID = "stabilityai/stable-diffusion-xl-base-1.0"
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def generate_food_image(dish_name):
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"""
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Generates a realistic image of the food on a table using HF Inference API.
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"""
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token = os.getenv("HF_TOKEN")
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if not token:
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return None, "⚠️ Error: HF_TOKEN not found in Secrets. Please add it in Space Settings."
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try:
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client = InferenceClient(model=MODEL_ID, token=token)
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# We specifically prompt for "on a restaurant table" and "3d render style"
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prompt = (
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f"professional food photography of delicious {dish_name} served on a rustic wooden restaurant table, "
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"4k resolution, cinematic lighting, photorealistic, 3d render style, steam rising, gourmet plating, "
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"blurred restaurant background, bokeh"
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)
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# Generate the image
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image = client.text_to_image(prompt)
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return image, "✅ Success: Image generated!"
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except Exception as e:
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return None, f"❌ Generation Failed: {e}"
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