好久好久没有写博客了,最近看见一个很故意思的文章:鉴戒你的电脑被窃听,就是说在一些公司,截图都会存在水印,方便溯源,然后出于技术的好奇,我在github上搜了一下,还真有相干的github项目:对图片举行水印增长和提取,下面是地址:blind_watermark
1.实现对图片的水印提取
pip install blind-watermark
# 嵌入水印: blind_watermark --embed --pwd 1234 examples/pic/ori_img.jpeg "watermark text" examples/output/embedded.png
# 提取水印: blind_watermark --extract --pwd 1234 --wm_shape 111 examples/output/embedded.png
很简单,就是按着命令后走就行,但是问题是:公司的图片里面隐蔽的水印的加密方式,我们也不知道啊,我提取了一下我的截图,出现的就是乱码
2.实现对视频的水印添加和提取
这个没什么,就是在上面的基础上,对视频举行分帧,然后对每帧举行水印的添加,然后再加添加了水印的图片合成video,另有对每帧举行水印的提取。
- import os
- from blind_watermark import WaterMark
- import cv2
- def frames_to_video(frame_folder, output_video_path, frame_rate):
- frame_paths = sorted([os.path.join(frame_folder, f) for f in os.listdir(frame_folder)])
- first_frame = cv2.imread(frame_paths[0])
- height, width, _ = first_frame.shape
- fourcc = cv2.VideoWriter_fourcc(*'mp4v')
- video = cv2.VideoWriter(output_video_path, fourcc, frame_rate, (width, height))
- for frame_path in frame_paths:
- frame = cv2.imread(frame_path)
- video.write(frame)
- video.release()
- def embed_watermark_on_frames(input_folder, output_folder, password_img, password_wm, watermark):
- bwm = WaterMark(password_img=password_img, password_wm=password_wm)
- bwm.read_wm(watermark, mode='str')
- for frame_path in os.listdir(input_folder):
- frame_full_path = os.path.join(input_folder, frame_path)
- bwm.read_img(frame_full_path)
- output_frame_path = os.path.join(output_folder, frame_path)
- bwm.embed(output_frame_path)
- def video_to_frames(video_path, output_folder):
- cap = cv2.VideoCapture(video_path)
- frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
- frame_rate = int(cap.get(cv2.CAP_PROP_FPS))
- frame_idx = 0
- while cap.isOpened():
- ret, frame = cap.read()
- if not ret:
- break
- frame_path = f"{output_folder}/frame_{frame_idx:04d}.png"
- cv2.imwrite(frame_path, frame)
- frame_idx += 1
- cap.release()
- return frame_count, frame_rate
- def extract_watermark_from_frames(frame_folder, password_img, password_wm, wm_shape):
- bwm = WaterMark(password_img=password_img, password_wm=password_wm)
- for frame_path in os.listdir(frame_folder):
- frame_full_path = os.path.join(frame_folder, frame_path)
- watermark = bwm.extract(frame_full_path, wm_shape=wm_shape, mode='str')
- print(f"Watermark from {frame_path}: {watermark}")
- # 分解视频
- video_path = "test.mp4"
- output_frames_folder = "frames"
- os.makedirs(output_frames_folder, exist_ok=True)
- frame_count, frame_rate = video_to_frames(video_path, output_frames_folder)
- # 嵌入水印
- watermark = "secret"
- password_img = 1
- password_wm = 1
- output_watermarked_frames = "watermarked_frames"
- os.makedirs(output_watermarked_frames, exist_ok=True)
- embed_watermark_on_frames(output_frames_folder, output_watermarked_frames, password_img, password_wm, watermark)
- # 合成为视频
- output_video_path = "watermarked_video.mp4"
- frames_to_video(output_watermarked_frames, output_video_path, frame_rate)
- # 提取水印
- extract_watermark_from_frames(output_watermarked_frames, password_img, password_wm, wm_shape=len(watermark))
复制代码
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