blind-watermark

Blind watermark based on wavelet transform.

• Documentation: https://BlindWatermark.github.io/blind_watermark/#/en/
• 文档： https://BlindWatermark.github.io/blind_watermark/#/zh/
• 中文 readme README_cn.md
• Source code: https://github.com/guofei9987/blind_watermark

install

pip install blind-watermark

For the current developer version:

git clone git@github.com:guofei9987/blind_watermark.git
cd blind_watermark
pip install .

How to use

Use in bash

cd examples
# embed watermark into image:
blind_watermark --embed -p 1x1 pic/ori_img.jpg pic/watermark.png output/embedded.png
# extract watermark from image:
blind_watermark --extract -p 1x1 --wm_shape 128x128 output/embedded.png output/wm_extract.png

Use in Python

How to embed watermark:

from blind_watermark import WaterMark

bwm1 = WaterMark(password_wm=1, password_img=1)
# read original image
bwm1.read_img('pic/ori_img.jpg')
# read watermark
bwm1.read_wm('pic/watermark.png')
# embed
bwm1.embed('output/embedded.png')

How to extract watermark

bwm1 = WaterMark(password_wm=1, password_img=1)
# notice that wm_shape is necessary
bwm1.extract(filename='output/embedded.png', wm_shape=(128, 128), out_wm_name='output/extracted.png', )

demos:

origin image	watermark

image embedded with watermark	extracted watermark

Attack on the embedded image

attack method	image after attack	extracted watermark
Rotate 45 Degrees

旋转攻击.py||| |Many Coverage

多遮挡攻击.py| || |50% Horizontal Crop

横向裁剪攻击.py||| |50% Vertical Crop

纵向裁剪攻击.py||| |Resize（1200X1920->600X800）

缩放攻击.py||| |Pepper Noise

椒盐击.py||| |Brightness 10% Up

亮度调高攻击.py||| |Brightness 10% Down

亮度调暗攻击.py|||

embed string

See it here

Embed:

from blind_watermark import WaterMark

bwm1 = WaterMark(password_img=1, password_wm=1)
bwm1.read_img('pic/ori_img.jpg')
wm = '@guofei9987 开源万岁！'
bwm1.read_wm(wm, mode='str')
bwm1.embed('output/embedded.png')
len_wm = len(bwm1.wm_bit)
print('Put down the length of wm_bit {len_wm}'.format(len_wm=len_wm))

Extract:

bwm1 = WaterMark(password_img=1, password_wm=1)
wm_extract = bwm1.extract('output/embedded.png', wm_shape=len_wm, mode='str')
print(wm_extract)

Output:

@guofei9987 开源万岁！

embed array of bits

See it here

As demo, we embed 6 bytes data:

wm = [True, False, True, True, True, False]

Embed:

from blind_watermark import WaterMark

bwm1 = WaterMark(password_img=1, password_wm=1)
bwm1.read_ori_img('pic/ori_img.jpg')
bwm1.read_wm([True, False, True, True, True, False], mode='bit')
bwm1.embed('output/embedded.png')

Extract:

bwm1 = WaterMark(password_img=1, password_wm=1, wm_shape=6)
wm_extract = bwm1.extract('output/打上水印的图.png', mode='bit')
print(wm_extract)

Notice that wm_shape (shape of watermark) is necessary

The output wm_extract is an array of float. set a threshold such as 0.5.

Concurrency

WaterMark(..., processes=None)

• processes: number of processes, can be integer. Default None, meaning use all processes.

Related Project

text_blind_watermark: https://github.com/guofei9987/text_blind_watermark
Embed string into string.