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Create app.py
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app.py
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import gradio as gr
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import requests
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import base64
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from PIL import Image
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import io
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import json
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# The target URL for the API endpoint
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API_URL = os.environ.get('PXiVision')
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def process_image(input_image: Image.Image):
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"""
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Takes a PIL Image, converts it to base64, sends it to an API,
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and returns the JSON response.
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Args:
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input_image: A PIL Image object from the Gradio input.
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Returns:
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A dictionary (JSON) from the API response or an error message.
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"""
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if input_image is None:
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return {"error": "Please upload an image first."}
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try:
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# Convert PIL Image to bytes
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with io.BytesIO() as byte_arr:
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input_image.save(byte_arr, format='JPEG') # You can change format if needed (e.g., PNG)
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image_bytes = byte_arr.getvalue()
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# Encode the bytes to a base64 string
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base64_image = base64.b64encode(image_bytes).decode("utf-8")
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# Prepare the request payload
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payload = {
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"image": base64_image
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}
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# Send the POST request to the API
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response = requests.post(API_URL, json=payload, timeout=60) # Added a 60-second timeout
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# Check if the request was successful
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response.raise_for_status() # This will raise an exception for HTTP errors (4xx, 5xx)
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# Return the JSON response from the API
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return response.json()
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except requests.exceptions.RequestException as e:
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# Handle network-related errors
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return {"error": f"API request failed: {e}"}
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except Exception as e:
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# Handle other potential errors (e.g., image processing)
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return {"error": f"An unexpected error occurred: {e}"}
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# --- Create the Gradio Interface ---
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# Define the input and output components for the interface
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image_input = gr.Image(type="pil", label="Upload National ID Image")
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json_output = gr.JSON(label="Extracted Information")
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# Create a descriptive title and description for the app
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title = "Egyptian National ID Extractor"
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description = """
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Upload a clear image of an Egyptian National ID card.
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The application will send the image to a processing service and display the extracted information,
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such as name, address, and National ID number.
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"""
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# Assemble the interface
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demo = gr.Interface(
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fn=process_image,
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inputs=image_input,
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outputs=json_output,
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title=title,
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description=description,
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allow_flagging="never",
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examples=[
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['RyEJpZSdJPm4YU2QLH4khP5bzpbrZHC0Vj0oigis.jpg'] # Example image path
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]
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)
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# --- Launch the App ---
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if __name__ == "__main__":
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demo.launch()
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