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Update utils.py
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utils.py
CHANGED
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@@ -16,10 +16,9 @@ def png_encode(im_name, extra):
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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(b, '08b') for b in data.encode('utf-8'))
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elif isinstance(data, bytes):
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return ''.join(format(
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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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@@ -46,6 +45,7 @@ def decode(image_name, txt=None):
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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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@@ -53,27 +53,50 @@ def decode(image_name, txt=None):
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binary_data += g[-1]
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binary_data += b[-1]
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#
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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:
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try:
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except ValueError:
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continue
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#
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try:
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except Exception as e:
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return f"Error detecting watermark: {str(e)}"
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@@ -90,31 +113,37 @@ def encode(image_name, secret_data, txt=None):
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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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#
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end_marker_bytes = "=====".encode('utf-8')
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if
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return image_name, "Watermark is too large for Image Size"
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# Prepare binary data
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binary_secret_data = to_bin(secret_data) + to_bin("#####") + to_bin("=====")
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data_len = len(binary_secret_data)
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data_index = 0
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# Embed the
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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 <
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for
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if data_index <
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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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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(x, '08b') for x in data.encode('utf-8'))
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elif isinstance(data, bytes):
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return ''.join(format(x, '08b') for x 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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image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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binary_data = ""
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# Extract binary data from image
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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 += g[-1]
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binary_data += b[-1]
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# Convert binary string to bytes
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bytes_data = b''
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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:
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try:
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byte_val = int(byte, 2)
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bytes_data += bytes([byte_val])
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except ValueError:
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continue
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# Try to find the end marker in raw bytes
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try:
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end_marker = b'====='
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if end_marker in bytes_data:
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bytes_data = bytes_data.split(end_marker)[0]
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# Try to find the delimiter in raw bytes
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delimiter = b'#####'
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if delimiter in bytes_data:
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bytes_data = bytes_data.split(delimiter)[0]
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# Decode the bytes to string
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decoded_text = bytes_data.decode('utf-8', errors='ignore')
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return decoded_text.strip()
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except Exception as e:
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print(f"Decoding error: {e}")
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# If regular decoding fails, try character by character
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result = ""
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current_bytes = bytearray()
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for byte in bytes_data:
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current_bytes.append(byte)
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try:
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char = current_bytes.decode('utf-8')
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result += char
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current_bytes = bytearray()
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except UnicodeDecodeError:
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continue
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if result:
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return result.strip()
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return "Error: Could not decode watermark"
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except Exception as e:
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return f"Error detecting watermark: {str(e)}"
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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 data with delimiters
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secret_data = str(secret_data)
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complete_data = secret_data + "#####" + "====="
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# Convert to binary
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binary_secret_data = to_bin(complete_data)
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# Check if the data can fit in the image
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if len(binary_secret_data) > n_bytes * 8:
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return image_name, "Watermark is too large for Image Size"
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data_index = 0
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binary_len = len(binary_secret_data)
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# Embed the 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 < binary_len:
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pixel = image[i, j]
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for color_channel in range(3):
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if data_index < binary_len:
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# Get the binary value of the pixel
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binary_value = format(pixel[color_channel], '08b')
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# Replace the least significant bit
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binary_value = binary_value[:-1] + binary_secret_data[data_index]
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# Update the pixel value
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image[i, j, color_channel] = int(binary_value, 2)
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data_index += 1
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else:
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break
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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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