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Create app.py

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  1. app.py +57 -0
app.py ADDED
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+ import gradio as gr
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+ import requests
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+ import qrcode
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+ import io
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+ from PIL import Image
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+ import os
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+
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+ # Get the Hugging Face API token from the environment variable
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+ hf_token = os.environ.get("hf_token")
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+
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+ # Function to generate a QR code from the input URL
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+ def generate_qr_code(url):
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+ qr = qrcode.QRCode(
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+ version=1,
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+ error_correction=qrcode.constants.ERROR_CORRECT_L,
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+ box_size=10,
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+ border=4,
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+ )
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+ qr.add_data(url)
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+ qr.make(fit=True)
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+
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+ qr_img = qr.make_image(fill_color="black", back_color="white")
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+ return qr_img
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+
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+ # Function to query the image from the Hugging Face API
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+ def query_image(text):
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+ API_URL = "https://api-inference.huggingface.co/models/stablediffusionapi/realistic-vision-v51"
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+ headers = {"Authorization": f"Bearer {hf_token}"}
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+
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+ response = requests.post(API_URL, headers=headers, json={"inputs": text})
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+ return response.content
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+
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+ # Gradio app function
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+ def generate_image(url, text):
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+ # Generate QR code
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+ qr_img = generate_qr_code(url)
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+
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+ # Generate image from Hugging Face API
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+ image_bytes = query_image(text)
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+ api_image = Image.open(io.BytesIO(image_bytes))
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+
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+ # Create a blank image to combine the API image and QR code
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+ final_image = Image.new('RGB', (600, 600))
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+ final_image.paste(api_image, (0, 0))
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+ final_image.paste(qr_img, (400, 400))
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+
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+ return final_image
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+
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+ # Inputs and outputs for Gradio interface
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+ inputs = [
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+ gr.Textbox(lines=1, label="URL"),
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+ gr.Textbox(lines=2, label="Prompt for Image"),
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+ ]
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+ output = gr.Image(type="pil", label="Generated Image")
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+
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+ # Gradio app interface
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+ gr.Interface(fn=generate_image, inputs=inputs, outputs=output, title="QR Code Image Generator", description="Generate an image with a QR code linked to the input URL and an image from the Hugging Face API").launch(theme="soft")