Create app.py
Browse files
app.py
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| 1 |
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import streamlit as st
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import hashlib
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import qrcode
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from PIL import Image, ImageDraw
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import numpy as np
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import io
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# Function to hash image data
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def hash_image(image):
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image_data = image.tobytes()
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image_hash = hashlib.sha256(image_data).hexdigest()
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return image_hash
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# Function to generate QR code
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def generate_qr_code(data):
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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(data)
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qr.make(fit=True)
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qr_img = qr.make_image(fill='black', back_color='white')
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return qr_img
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def embed_qr_code(image, qr_img):
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if isinstance(image, np.ndarray):
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image = Image.fromarray(image.astype('uint8')) # Convert NumPy array to PIL Image
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image.paste(qr_img, (10, 10)) # Adjust position as needed
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return image
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# Function to save hash to file
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def save_hash(hash_code, description=""):
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with open("hash.txt", "a") as file:
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file.write(f"{hash_code}: {description}\n")
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# Function to check image authenticity
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def check_authenticity(image):
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hash_code = hash_image(image)
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try:
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with open("hash.txt", "r") as file:
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hashes = file.readlines()
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for line in hashes:
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parts = line.strip().split(': ', 1)
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if len(parts) == 2:
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saved_hash, description = parts
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if saved_hash == hash_code:
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return f"Image is authentic. Description: {description}"
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else:
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saved_hash = parts[0]
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if saved_hash == hash_code:
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return "Image is authentic, but no description provided."
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except FileNotFoundError:
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return "Hash file not found. Please process an image first."
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return "Image is new or modified."
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def process_image(image, description):
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image_format = image.format if hasattr(image, 'format') else 'PNG' # Default to PNG if format cannot be detected
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hash_code1 = hash_image(image)
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qr_img = generate_qr_code(hash_code1)
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qr_img = qr_img.resize((100, 100)) # Resize QR code as needed
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image_with_qr = embed_qr_code(image, qr_img)
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save_hash(hash_code1, description)
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hash_code2 = hash_image(image_with_qr)
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save_hash(hash_code2)
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buffer = io.BytesIO()
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image_with_qr.save(buffer, format=image_format)
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buffer.seek(0)
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return buffer.getvalue(), "Image processed and hashes stored."
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st.title('Image Authenticity and QR Code Embedding')
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uploaded_file = st.file_uploader("Choose an image...", type=['png', 'jpg', 'jpeg'])
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description = st.text_input("Enter a description for the image:")
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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if st.button('Process Image'):
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processed_image_data, message = process_image(image, description)
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st.image(processed_image_data, caption='Processed Image')
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st.success(message)
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if st.button('Check Authenticity'):
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if uploaded_file is not None:
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result = check_authenticity(image)
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st.info(result)
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else:
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st.error("Please upload an image first.")
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