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Update utils.py
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utils.py
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import cv2
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import numpy as np
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from PIL import Image, PngImagePlugin
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def png_encode(im_name,extra):
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im = Image.open(im_name)
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info = PngImagePlugin.PngInfo()
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def to_bin(data):
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"""Convert
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if isinstance(data, str):
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return ''.join([
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elif isinstance(data, bytes):
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return ''.join([
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elif isinstance(data, np.ndarray):
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return [
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elif isinstance(data, int) or isinstance(data, np.uint8):
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return format(data, "08b")
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else:
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raise TypeError("Type not supported.")
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try:
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binary_data = ""
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for row in image:
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for pixel in row:
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r, g, b = to_bin(pixel)
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binary_data += r[-1]
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binary_data += g[-1]
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binary_data += b[-1]
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decoded_data = ""
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for
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if
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break
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except Exception as e:
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return this
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def encode(image_name, secret_data,txt=None):
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import cv2
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import numpy as np
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from PIL import Image, PngImagePlugin
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def png_encode(im_name, extra):
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"""Encode watermark using PNG metadata"""
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try:
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im = Image.open(im_name)
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info = PngImagePlugin.PngInfo()
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# Encode the text as UTF-8 before adding to metadata
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info.add_text("TXT", extra.encode('utf-8').decode('utf-8'))
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im.save("test.png", pnginfo=info)
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return "test.png", "Watermark added successfully"
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except Exception as e:
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return im_name, f"Error adding watermark: {str(e)}"
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def to_bin(data):
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"""Convert data to binary format as string"""
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if isinstance(data, str):
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return ''.join([format(ord(i), "08b") for i in data])
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elif isinstance(data, bytes):
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return ''.join([format(i, "08b") for i in data])
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elif isinstance(data, np.ndarray):
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return [format(i, "08b") for i in data]
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elif isinstance(data, int) or isinstance(data, np.uint8):
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return format(data, "08b")
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else:
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raise TypeError("Type not supported.")
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def decode(image_name, txt=None):
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"""Decode watermark from image"""
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try:
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# First try PNG metadata method
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try:
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im = Image.open(image_name)
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if "TXT" in im.info:
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return im.info["TXT"]
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except:
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pass
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# If PNG metadata fails, try steganography method
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image = cv2.imread(image_name)
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if image is None:
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raise ValueError("Could not read image file")
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image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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binary_data = ""
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for row in image:
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for pixel in row:
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r, g, b = to_bin(pixel)
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binary_data += r[-1]
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binary_data += g[-1]
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binary_data += b[-1]
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# Process binary data in chunks of 8 bits
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decoded_data = ""
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for i in range(0, len(binary_data), 8):
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byte = binary_data[i:i+8]
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if len(byte) == 8: # Ensure we have a complete byte
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try:
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decoded_data += chr(int(byte, 2))
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except ValueError:
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continue
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if decoded_data.endswith("====="):
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break
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if "#####" in decoded_data:
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decoded_data = decoded_data.split("#####")[0]
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return decoded_data.strip().rstrip("=")
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except Exception as e:
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return f"Error detecting watermark: {str(e)}"
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def encode(image_name, secret_data, txt=None):
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"""Encode watermark using steganography"""
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try:
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image = cv2.imread(image_name)
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if image is None:
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raise ValueError("Could not read image file")
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image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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# Calculate maximum bytes that can be encoded
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n_bytes = image.shape[0] * image.shape[1] * 3 // 8
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# Prepare the secret data
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secret_data = str(secret_data).encode('utf-8').decode('utf-8') # Ensure proper encoding
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secret_data_with_delimiter = secret_data + "#####"
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if len(secret_data_with_delimiter) + 5 >= n_bytes:
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return image_name, "Watermark is too large for Image Size"
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secret_data_with_delimiter += "====="
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# Convert secret data to binary
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binary_secret_data = to_bin(secret_data_with_delimiter)
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data_len = len(binary_secret_data)
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data_index = 0
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# Embed the secret data
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for i in range(image.shape[0]):
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for j in range(image.shape[1]):
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if data_index < data_len:
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# Modify the least significant bit of each color channel
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for k in range(3): # For each color channel (RGB)
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if data_index < data_len:
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image[i, j, k] = int(to_bin(image[i, j, k])[:-1] + binary_secret_data[data_index], 2)
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data_index += 1
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# Save the result
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output_path = "watermarked_image.png"
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cv2.imwrite(output_path, cv2.cvtColor(image, cv2.COLOR_RGB2BGR))
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return output_path, "Watermark embedded successfully"
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except Exception as e:
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return image_name, f"Error encoding watermark: {str(e)}"
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