{"id":1044381,"date":"2024-12-31T13:13:57","date_gmt":"2024-12-31T05:13:57","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1044381.html"},"modified":"2024-12-31T13:14:00","modified_gmt":"2024-12-31T05:14:00","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e7%a8%8b%e5%ba%8f%e5%a4%84%e7%90%86%e8%a7%86%e9%a2%91%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1044381.html","title":{"rendered":"\u5982\u4f55\u7528python\u7a0b\u5e8f\u5904\u7406\u89c6\u9891\u6559\u7a0b"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/c09cd27e-213f-4cdb-8474-e53f3f8c4c39.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\u5982\u4f55\u7528python\u7a0b\u5e8f\u5904\u7406\u89c6\u9891\u6559\u7a0b\" \/><\/p>\n<p><p> <strong>\u8981\u4f7f\u7528Python\u7a0b\u5e8f\u5904\u7406\u89c6\u9891\u6559\u7a0b\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5\u548c\u4f7f\u7528\u9002\u5f53\u7684\u5e93\uff0c\u5982OpenCV\u3001moviepy\u3001FFmpeg\u7b49\uff0c\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8bfb\u53d6\u3001\u7f16\u8f91\u548c\u4fdd\u5b58\u89c6\u9891\u6587\u4ef6\u3002<\/strong><\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u5b89\u88c5\u5e76\u5bfc\u5165\u5fc5\u8981\u7684\u5e93<\/h2>\n<\/p>\n<p><p>\u5728\u5904\u7406\u89c6\u9891\u4e4b\u524d\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5\u4e00\u4e9b\u5fc5\u8981\u7684Python\u5e93\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528pip\u6765\u5b89\u88c5\u8fd9\u4e9b\u5e93\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">pip install opencv-python<\/p>\n<p>pip install moviepy<\/p>\n<p>pip install ffmpeg-python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165\u8fd9\u4e9b\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<p>from moviepy.editor import VideoFileClip, concatenate_videoclips<\/p>\n<p>import ffmpeg<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e8c\u3001\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6<\/h2>\n<\/p>\n<p><p><strong>\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u662f\u89c6\u9891\u5904\u7406\u7684\u7b2c\u4e00\u6b65\u3002<\/strong> OpenCV\u548cmoviepy\u90fd\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u65b9\u6cd5\u6765\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u3002\u4f8b\u5982\uff0c\u4f7f\u7528OpenCV\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">video = cv2.VideoCapture(&#39;input_video.mp4&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528moviepy\u6765\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">clip = VideoFileClip(&#39;input_video.mp4&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e09\u3001\u83b7\u53d6\u89c6\u9891\u4fe1\u606f<\/h2>\n<\/p>\n<p><p><strong>\u83b7\u53d6\u89c6\u9891\u4fe1\u606f\uff08\u5982\u5e27\u7387\u3001\u5206\u8fa8\u7387\u7b49\uff09\u662f\u89c6\u9891\u5904\u7406\u4e2d\u7684\u5173\u952e\u6b65\u9aa4\u3002<\/strong> \u4f7f\u7528OpenCV\u83b7\u53d6\u89c6\u9891\u4fe1\u606f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">frame_count = int(video.get(cv2.CAP_PROP_FRAME_COUNT))<\/p>\n<p>frame_width = int(video.get(cv2.CAP_PROP_FRAME_WIDTH))<\/p>\n<p>frame_height = int(video.get(cv2.CAP_PROP_FRAME_HEIGHT))<\/p>\n<p>fps = video.get(cv2.CAP_PROP_FPS)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528moviepy\u83b7\u53d6\u89c6\u9891\u4fe1\u606f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">duration = clip.duration  # \u89c6\u9891\u65f6\u957f\uff08\u79d2\uff09<\/p>\n<p>fps = clip.fps  # \u5e27\u7387<\/p>\n<p>size = clip.size  # \u5206\u8fa8\u7387\uff08\u5bbd\uff0c\u9ad8\uff09<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u56db\u3001\u9010\u5e27\u5904\u7406\u89c6\u9891<\/h2>\n<\/p>\n<p><p><strong>\u9010\u5e27\u5904\u7406\u89c6\u9891\u662f\u89c6\u9891\u7f16\u8f91\u548c\u7279\u6548\u5e94\u7528\u7684\u57fa\u7840\u3002<\/strong> \u4f7f\u7528OpenCV\u9010\u5e27\u5904\u7406\u89c6\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">while video.isOpened():<\/p>\n<p>    ret, frame = video.read()<\/p>\n<p>    if not ret:<\/p>\n<p>        break<\/p>\n<p>    # \u5728\u8fd9\u91cc\u5bf9\u6bcf\u4e00\u5e27\u8fdb\u884c\u5904\u7406<\/p>\n<p>    processed_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)  # \u5c06\u5e27\u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    cv2.imshow(&#39;Processed Frame&#39;, processed_frame)<\/p>\n<p>    if cv2.w<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>tKey(1) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<p>video.release()<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e94\u3001\u89c6\u9891\u526a\u8f91\u548c\u62fc\u63a5<\/h2>\n<\/p>\n<p><p><strong>\u526a\u8f91\u548c\u62fc\u63a5\u89c6\u9891\u662f\u5236\u4f5c\u89c6\u9891\u6559\u7a0b\u7684\u91cd\u8981\u6b65\u9aa4\u3002<\/strong> \u4f7f\u7528moviepy\u526a\u8f91\u89c6\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">start_time = 10  # \u526a\u8f91\u7684\u5f00\u59cb\u65f6\u95f4\uff08\u79d2\uff09<\/p>\n<p>end_time = 20  # \u526a\u8f91\u7684\u7ed3\u675f\u65f6\u95f4\uff08\u79d2\uff09<\/p>\n<p>subclip = clip.subclip(start_time, end_time)<\/p>\n<p>subclip.write_videofile(&#39;subclip.mp4&#39;, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528moviepy\u62fc\u63a5\u89c6\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">clip1 = VideoFileClip(&#39;clip1.mp4&#39;)<\/p>\n<p>clip2 = VideoFileClip(&#39;clip2.mp4&#39;)<\/p>\n<p>final_clip = concatenate_videoclips([clip1, clip2])<\/p>\n<p>final_clip.write_videofile(&#39;final_video.mp4&#39;, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u516d\u3001\u6dfb\u52a0\u7279\u6548\u548c\u6ee4\u955c<\/h2>\n<\/p>\n<p><p><strong>\u4e3a\u89c6\u9891\u6dfb\u52a0\u7279\u6548\u548c\u6ee4\u955c\u53ef\u4ee5\u63d0\u5347\u89c6\u9891\u7684\u89c2\u8d4f\u4f53\u9a8c\u3002<\/strong> \u4f7f\u7528moviepy\u6dfb\u52a0\u7279\u6548\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add_effect(clip):<\/p>\n<p>    return clip.fx(vfx.time_mirror)  # \u65f6\u95f4\u53cd\u8f6c\u6548\u679c<\/p>\n<p>processed_clip = add_effect(clip)<\/p>\n<p>processed_clip.write_videofile(&#39;processed_video.mp4&#39;, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528OpenCV\u6dfb\u52a0\u6ee4\u955c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">while video.isOpened():<\/p>\n<p>    ret, frame = video.read()<\/p>\n<p>    if not ret:<\/p>\n<p>        break<\/p>\n<p>    # \u4e3a\u5e27\u6dfb\u52a0\u6ee4\u955c\u6548\u679c<\/p>\n<p>    processed_frame = cv2.GaussianBlur(frame, (15, 15), 0)<\/p>\n<p>    cv2.imshow(&#39;Processed Frame&#39;, processed_frame)<\/p>\n<p>    if cv2.waitKey(1) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<p>video.release()<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e03\u3001\u6dfb\u52a0\u97f3\u9891<\/h2>\n<\/p>\n<p><p><strong>\u5728\u89c6\u9891\u4e2d\u6dfb\u52a0\u97f3\u9891\u53ef\u4ee5\u4e30\u5bcc\u89c6\u9891\u5185\u5bb9\u3002<\/strong> \u4f7f\u7528moviepy\u6dfb\u52a0\u97f3\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">audio_clip = AudioFileClip(&#39;background_music.mp3&#39;)<\/p>\n<p>video_with_audio = clip.set_audio(audio_clip)<\/p>\n<p>video_with_audio.write_videofile(&#39;video_with_audio.mp4&#39;, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u516b\u3001\u89c6\u9891\u5bfc\u51fa<\/h2>\n<\/p>\n<p><p><strong>\u5c06\u5904\u7406\u540e\u7684\u89c6\u9891\u5bfc\u51fa\u662f\u89c6\u9891\u5904\u7406\u7684\u6700\u540e\u4e00\u6b65\u3002<\/strong> \u4f7f\u7528moviepy\u5bfc\u51fa\u89c6\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">clip.write_videofile(&#39;output_video.mp4&#39;, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528FFmpeg\u5bfc\u51fa\u89c6\u9891\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">ffmpeg.input(&#39;input_video.mp4&#39;).output(&#39;output_video.mp4&#39;).run()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e5d\u3001\u81ea\u52a8\u5316\u5904\u7406<\/h2>\n<\/p>\n<p><p><strong>\u901a\u8fc7\u7f16\u5199\u811a\u672c\u5b9e\u73b0\u89c6\u9891\u5904\u7406\u7684\u81ea\u52a8\u5316\uff0c\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6548\u7387\u3002<\/strong> \u4f8b\u5982\uff0c\u7f16\u5199\u4e00\u4e2a\u811a\u672c\u81ea\u52a8\u5316\u5904\u7406\u591a\u4e2a\u89c6\u9891\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import os<\/p>\n<p>input_folder = &#39;input_videos&#39;<\/p>\n<p>output_folder = &#39;output_videos&#39;<\/p>\n<p>for filename in os.listdir(input_folder):<\/p>\n<p>    if filename.endswith(&#39;.mp4&#39;):<\/p>\n<p>        input_path = os.path.join(input_folder, filename)<\/p>\n<p>        output_path = os.path.join(output_folder, &#39;processed_&#39; + filename)<\/p>\n<p>        clip = VideoFileClip(input_path)<\/p>\n<p>        processed_clip = add_effect(clip)<\/p>\n<p>        processed_clip.write_videofile(output_path, codec=&#39;libx264&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u5341\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p><strong>Python\u63d0\u4f9b\u4e86\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u89c6\u9891\u5904\u7406\u80fd\u529b\u3002<\/strong> \u901a\u8fc7\u4f7f\u7528OpenCV\u3001moviepy\u548cFFmpeg\u7b49\u5e93\uff0c\u4f60\u53ef\u4ee5\u5b9e\u73b0\u89c6\u9891\u8bfb\u53d6\u3001\u7f16\u8f91\u3001\u7279\u6548\u6dfb\u52a0\u3001\u97f3\u9891\u6dfb\u52a0\u548c\u5bfc\u51fa\u7b49\u529f\u80fd\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u7f16\u5199\u811a\u672c\u5b9e\u73b0\u81ea\u52a8\u5316\u5904\u7406\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6548\u7387\uff0c\u8282\u7701\u65f6\u95f4\u3002\u5e0c\u671b\u8fd9\u4e9b\u5185\u5bb9\u5bf9\u4f60\u5982\u4f55\u7528Python\u7a0b\u5e8f\u5904\u7406\u89c6\u9891\u6559\u7a0b\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u5904\u7406\u89c6\u9891\u7684\u57fa\u672c\u5de5\u5177\u548c\u5e93\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u5904\u7406\u89c6\u9891\u901a\u5e38\u4f7f\u7528\u4e00\u4e9b\u5f3a\u5927\u7684\u5e93\uff0c\u5982OpenCV\u3001MoviePy\u548cFFmpeg\u3002OpenCV\u662f\u4e00\u4e2a\u6d41\u884c\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u652f\u6301\u8bfb\u53d6\u3001\u5199\u5165\u548c\u5904\u7406\u89c6\u9891\u6d41\uff1bMoviePy\u5219\u4e13\u6ce8\u4e8e\u89c6\u9891\u7f16\u8f91\uff0c\u5141\u8bb8\u7528\u6237\u8f7b\u677e\u526a\u5207\u3001\u5408\u5e76\u548c\u6dfb\u52a0\u7279\u6548\uff1bFFmpeg\u662f\u4e00\u6b3e\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7Python\u63a5\u53e3\u8fdb\u884c\u8c03\u7528\uff0c\u9002\u7528\u4e8e\u683c\u5f0f\u8f6c\u6362\u548c\u97f3\u89c6\u9891\u5904\u7406\u3002<\/p>\n<p><strong>\u521d\u5b66\u8005\u5982\u4f55\u5feb\u901f\u4e0a\u624bPython\u89c6\u9891\u5904\u7406\uff1f<\/strong><br \/>\u5bf9\u4e8e\u521d\u5b66\u8005\uff0c\u5efa\u8bae\u4ece\u7b80\u5355\u7684\u9879\u76ee\u5f00\u59cb\uff0c\u4f8b\u5982\u4f7f\u7528OpenCV\u8bfb\u53d6\u548c\u663e\u793a\u89c6\u9891\u3002\u53ef\u4ee5\u7f16\u5199\u4e00\u4e2a\u811a\u672c\uff0c\u901a\u8fc7OpenCV\u52a0\u8f7d\u89c6\u9891\u6587\u4ef6\u5e76\u9010\u5e27\u663e\u793a\uff0c\u5e2e\u52a9\u7406\u89e3\u89c6\u9891\u7684\u57fa\u672c\u5904\u7406\u6d41\u7a0b\u3002\u6b64\u5916\uff0c\u5229\u7528MoviePy\u5b9e\u73b0\u7b80\u5355\u7684\u526a\u8f91\u548c\u5408\u5e76\u64cd\u4f5c\u4e5f\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\uff0c\u8fd9\u6837\u53ef\u4ee5\u66f4\u5feb\u5730\u638c\u63e1\u89c6\u9891\u5904\u7406\u7684\u57fa\u672c\u6982\u5ff5\u3002<\/p>\n<p><strong>\u5728\u5904\u7406\u89c6\u9891\u65f6\uff0c\u5982\u4f55\u4f18\u5316Python\u7a0b\u5e8f\u7684\u6027\u80fd\uff1f<\/strong><br 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target=\"_blank\">\u8d44\u6e90\u7ba1\u7406<\/a>\u548c\u7b97\u6cd5\u4f18\u5316\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347Python\u5904\u7406\u89c6\u9891\u7684\u6548\u7387\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u4f7f\u7528Python\u7a0b\u5e8f\u5904\u7406\u89c6\u9891\u6559\u7a0b\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5\u548c\u4f7f\u7528\u9002\u5f53\u7684\u5e93\uff0c\u5982OpenCV\u3001moviepy\u3001FFmpeg\u7b49 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