{"id":1061419,"date":"2024-12-31T15:42:33","date_gmt":"2024-12-31T07:42:33","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1061419.html"},"modified":"2024-12-31T15:42:36","modified_gmt":"2024-12-31T07:42:36","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e8%af%bb%e8%a7%86%e9%a2%91%e6%96%87%e4%bb%b6%e8%b7%af%e5%be%84","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1061419.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528python\u8bfb\u89c6\u9891\u6587\u4ef6\u8def\u5f84"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/3e412a98-f993-40b1-a026-08a9db3b1929.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\u5982\u4f55\u4f7f\u7528python\u8bfb\u89c6\u9891\u6587\u4ef6\u8def\u5f84\" \/><\/p>\n<p><p> \u4f7f\u7528Python\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u65b9\u6cd5\uff1a\u4f7f\u7528OpenCV\u5e93\u3001\u4f7f\u7528MoviePy\u5e93\u3001\u4ee5\u53ca\u4f7f\u7528FFmpeg\u5e93\u3002<strong>\u4f7f\u7528OpenCV\u5e93\u3001\u4f7f\u7528MoviePy\u5e93\u3001\u4f7f\u7528FFmpeg\u5e93<\/strong>\u3002\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528OpenCV\u5e93\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u4f7f\u7528OpenCV\u5e93<\/h2>\n<\/p>\n<p><p>OpenCV\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8bfb\u53d6\u548c\u5904\u7406\u89c6\u9891\u6587\u4ef6\u3002\u9996\u5148\u9700\u8981\u5b89\u88c5OpenCV\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install opencv-python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<h2><strong>\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/strong><\/h2>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<h2><strong>\u6253\u5f00\u89c6\u9891\u6587\u4ef6<\/strong><\/h2>\n<p>cap = cv2.VideoCapture(video_path)<\/p>\n<h2><strong>\u68c0\u67e5\u662f\u5426\u6210\u529f\u6253\u5f00\u89c6\u9891\u6587\u4ef6<\/strong><\/h2>\n<p>if not cap.isOpened():<\/p>\n<p>    print(&quot;Error: Could not open video.&quot;)<\/p>\n<p>else:<\/p>\n<p>    print(&quot;Video opened successfully.&quot;)<\/p>\n<h2><strong>\u8bfb\u53d6\u89c6\u9891\u5e27<\/strong><\/h2>\n<p>while cap.isOpened():<\/p>\n<p>    ret, frame = cap.read()<\/p>\n<p>    if not ret:<\/p>\n<p>        break<\/p>\n<p>    # \u663e\u793a\u89c6\u9891\u5e27<\/p>\n<p>    cv2.imshow(&#39;Frame&#39;, frame)<\/p>\n<p>    # \u6309\u952e\u9000\u51fa<\/p>\n<p>    if cv2.w<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>tKey(25) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<h2><strong>\u91ca\u653e\u89c6\u9891\u6355\u83b7\u5bf9\u8c61<\/strong><\/h2>\n<p>cap.release()<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>1\u3001\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/h3>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u901a\u8fc7<code>cv2.VideoCapture(video_path)<\/code>\u6253\u5f00\u89c6\u9891\u6587\u4ef6\uff0c\u5e76\u68c0\u67e5\u662f\u5426\u6210\u529f\u6253\u5f00\u89c6\u9891\u6587\u4ef6\u3002\u7136\u540e\u4f7f\u7528<code>cap.read()<\/code>\u8bfb\u53d6\u89c6\u9891\u5e27\uff0c\u5e76\u901a\u8fc7<code>cv2.imshow()<\/code>\u663e\u793a\u89c6\u9891\u5e27\u3002<\/p>\n<\/p>\n<p><h3>2\u3001\u5904\u7406\u89c6\u9891\u5e27<\/h3>\n<\/p>\n<p><p>\u5728\u8bfb\u53d6\u89c6\u9891\u5e27\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u6bcf\u4e00\u5e27\u8fdb\u884c\u5904\u7406\uff0c\u4f8b\u5982\u56fe\u50cf\u589e\u5f3a\u3001\u76ee\u6807\u68c0\u6d4b\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u663e\u793a\u5982\u4f55\u5c06\u89c6\u9891\u5e27\u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cv2<\/p>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<p>cap = cv2.VideoCapture(video_path)<\/p>\n<p>if not cap.isOpened():<\/p>\n<p>    print(&quot;Error: Could not open video.&quot;)<\/p>\n<p>else:<\/p>\n<p>    print(&quot;Video opened successfully.&quot;)<\/p>\n<p>while cap.isOpened():<\/p>\n<p>    ret, frame = cap.read()<\/p>\n<p>    if not ret:<\/p>\n<p>        break<\/p>\n<p>    # \u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    gray_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)<\/p>\n<p>    # \u663e\u793a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    cv2.imshow(&#39;Gray Frame&#39;, gray_frame)<\/p>\n<p>    if cv2.waitKey(25) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<p>cap.release()<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e8c\u3001\u4f7f\u7528MoviePy\u5e93<\/h2>\n<\/p>\n<p><p>MoviePy\u662f\u4e00\u4e2a\u7528\u4e8e\u89c6\u9891\u7f16\u8f91\u7684Python\u5e93\uff0c\u4e5f\u53ef\u4ee5\u65b9\u4fbf\u5730\u8bfb\u53d6\u548c\u5904\u7406\u89c6\u9891\u6587\u4ef6\u3002\u9996\u5148\u9700\u8981\u5b89\u88c5MoviePy\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install moviepy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from moviepy.editor import VideoFileClip<\/p>\n<h2><strong>\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/strong><\/h2>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<h2><strong>\u6253\u5f00\u89c6\u9891\u6587\u4ef6<\/strong><\/h2>\n<p>clip = VideoFileClip(video_path)<\/p>\n<h2><strong>\u6253\u5370\u89c6\u9891\u4fe1\u606f<\/strong><\/h2>\n<p>print(f&quot;Duration: {clip.duration} seconds&quot;)<\/p>\n<p>print(f&quot;FPS: {clip.fps}&quot;)<\/p>\n<p>print(f&quot;Size: {clip.size}&quot;)<\/p>\n<h2><strong>\u8bfb\u53d6\u89c6\u9891\u5e27<\/strong><\/h2>\n<p>for frame in clip.iter_frames():<\/p>\n<p>    # \u5904\u7406\u89c6\u9891\u5e27<\/p>\n<p>    pass<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>1\u3001\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/h3>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u901a\u8fc7<code>VideoFileClip(video_path)<\/code>\u6253\u5f00\u89c6\u9891\u6587\u4ef6\uff0c\u5e76\u6253\u5370\u89c6\u9891\u7684\u6301\u7eed\u65f6\u95f4\u3001\u5e27\u7387\u548c\u5c3a\u5bf8\u3002\u7136\u540e\u4f7f\u7528<code>clip.iter_frames()<\/code>\u8bfb\u53d6\u89c6\u9891\u5e27\u3002<\/p>\n<\/p>\n<p><h3>2\u3001\u5904\u7406\u89c6\u9891\u5e27<\/h3>\n<\/p>\n<p><p>\u5728\u8bfb\u53d6\u89c6\u9891\u5e27\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u6bcf\u4e00\u5e27\u8fdb\u884c\u5904\u7406\uff0c\u4f8b\u5982\u56fe\u50cf\u589e\u5f3a\u3001\u76ee\u6807\u68c0\u6d4b\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u663e\u793a\u5982\u4f55\u5c06\u89c6\u9891\u5e27\u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from moviepy.editor import VideoFileClip<\/p>\n<p>import cv2<\/p>\n<p>import numpy as np<\/p>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<p>clip = VideoFileClip(video_path)<\/p>\n<p>for frame in clip.iter_frames():<\/p>\n<p>    # \u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    gray_frame = cv2.cvtColor(frame, cv2.COLOR_RGB2GRAY)<\/p>\n<p>    # \u663e\u793a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    cv2.imshow(&#39;Gray Frame&#39;, gray_frame)<\/p>\n<p>    if cv2.waitKey(25) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e09\u3001\u4f7f\u7528FFmpeg\u5e93<\/h2>\n<\/p>\n<p><p>FFmpeg\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u591a\u5a92\u4f53\u5904\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8bfb\u53d6\u548c\u5904\u7406\u89c6\u9891\u6587\u4ef6\u3002\u53ef\u4ee5\u901a\u8fc7Python\u7684<code>subprocess<\/code>\u6a21\u5757\u8c03\u7528FFmpeg\u547d\u4ee4\u6765\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><p>\u9996\u5148\u9700\u8981\u5b89\u88c5FFmpeg\uff0c\u53ef\u4ee5\u4ece<a href=\"https:\/\/ffmpeg.org\/download.html\">FFmpeg\u5b98\u7f51<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import subprocess<\/p>\n<h2><strong>\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/strong><\/h2>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<h2><strong>FFmpeg\u547d\u4ee4<\/strong><\/h2>\n<p>command = [<\/p>\n<p>    &#39;ffmpeg&#39;,<\/p>\n<p>    &#39;-i&#39;, video_path,<\/p>\n<p>    &#39;-vf&#39;, &#39;fps=1&#39;,<\/p>\n<p>    &#39;frame_%04d.png&#39;<\/p>\n<p>]<\/p>\n<h2><strong>\u8c03\u7528FFmpeg\u547d\u4ee4<\/strong><\/h2>\n<p>subprocess.run(command)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>1\u3001\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84<\/h3>\n<\/p>\n<p><p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7<code>subprocess.run()<\/code>\u8c03\u7528FFmpeg\u547d\u4ee4\uff0c\u5c06\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u5c06\u89c6\u9891\u5e27\u4fdd\u5b58\u4e3aPNG\u56fe\u50cf\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>2\u3001\u5904\u7406\u89c6\u9891\u5e27<\/h3>\n<\/p>\n<p><p>\u5728\u8bfb\u53d6\u89c6\u9891\u5e27\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u6bcf\u4e00\u5e27\u8fdb\u884c\u5904\u7406\uff0c\u4f8b\u5982\u56fe\u50cf\u589e\u5f3a\u3001\u76ee\u6807\u68c0\u6d4b\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u663e\u793a\u5982\u4f55\u5c06\u89c6\u9891\u5e27\u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import subprocess<\/p>\n<p>import cv2<\/p>\n<p>import glob<\/p>\n<p>video_path = &#39;path\/to\/your\/video.mp4&#39;<\/p>\n<p>command = [<\/p>\n<p>    &#39;ffmpeg&#39;,<\/p>\n<p>    &#39;-i&#39;, video_path,<\/p>\n<p>    &#39;-vf&#39;, &#39;fps=1&#39;,<\/p>\n<p>    &#39;frame_%04d.png&#39;<\/p>\n<p>]<\/p>\n<p>subprocess.run(command)<\/p>\n<h2><strong>\u8bfb\u53d6\u5e27\u56fe\u50cf\u6587\u4ef6<\/strong><\/h2>\n<p>frame_files = glob.glob(&#39;frame_*.png&#39;)<\/p>\n<p>for frame_file in frame_files:<\/p>\n<p>    frame = cv2.imread(frame_file)<\/p>\n<p>    # \u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    gray_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)<\/p>\n<p>    # \u663e\u793a\u7070\u5ea6\u56fe\u50cf<\/p>\n<p>    cv2.imshow(&#39;Gray Frame&#39;, gray_frame)<\/p>\n<p>    if cv2.waitKey(25) &amp; 0xFF == ord(&#39;q&#39;):<\/p>\n<p>        break<\/p>\n<p>cv2.destroyAllWindows()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u4f7f\u7528Python\u8bfb\u53d6\u548c\u5904\u7406\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u3002\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u89c6\u9891\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u901a\u8fc7Python\u83b7\u53d6\u89c6\u9891\u6587\u4ef6\u7684\u8def\u5f84\uff1f<\/strong><br \/>\u8981\u83b7\u53d6\u89c6\u9891\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u6807\u51c6\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<code>os<\/code>\u5e93\u6765\u5217\u51fa\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6\uff0c\u5e76\u7ed3\u5408<code>cv2<\/code>\u5e93\uff08OpenCV\uff09\u6765\u68c0\u67e5\u6587\u4ef6\u7c7b\u578b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff1a  <\/p>\n<pre><code class=\"language-python\">import os\n\nvideo_extensions = (&#39;.mp4&#39;, &#39;.avi&#39;, &#39;.mov&#39;, &#39;.mkv&#39;)  # \u5e38\u89c1\u89c6\u9891\u6587\u4ef6\u6269\u5c55\u540d\ndirectory = &#39;\u60a8\u7684\u89c6\u9891\u6587\u4ef6\u5939\u8def\u5f84&#39;  # \u66ff\u6362\u4e3a\u60a8\u7684\u6587\u4ef6\u5939\u8def\u5f84\n\nfor filename in os.listdir(directory):\n    if filename.endswith(video_extensions):\n        print(os.path.join(directory, filename))\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u4f1a\u5217\u51fa\u6307\u5b9a\u76ee\u5f55\u4e0b\u6240\u6709\u89c6\u9891\u6587\u4ef6\u7684\u5b8c\u6574\u8def\u5f84\u3002<\/p>\n<p><strong>\u6211\u80fd\u7528Python\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u7684\u5185\u5bb9\u5417\uff1f<\/strong><br \/>\u786e\u5b9e\u53ef\u4ee5\u3002\u4f7f\u7528<code>cv2.VideoCapture<\/code>\u53ef\u4ee5\u8f7b\u677e\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u7684\u5185\u5bb9\u3002\u60a8\u53ef\u4ee5\u9010\u5e27\u8bfb\u53d6\u89c6\u9891\u5e76\u8fdb\u884c\u5904\u7406\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a  <\/p>\n<pre><code class=\"language-python\">import cv2\n\nvideo_path = &#39;\u60a8\u7684\u89c6\u9891\u6587\u4ef6\u8def\u5f84&#39;  # \u66ff\u6362\u4e3a\u60a8\u7684\u89c6\u9891\u6587\u4ef6\u8def\u5f84\ncap = cv2.VideoCapture(video_path)\n\nwhile cap.isOpened():\n    ret, frame = cap.read()\n    if not ret:\n        break\n    # \u5904\u7406\u6bcf\u4e00\u5e27\n    cv2.imshow(&#39;Video Frame&#39;, frame)  # \u663e\u793a\u89c6\u9891\u5e27\n    if cv2.waitKey(1) &amp; 0xFF == ord(&#39;q&#39;):  # \u6309&#39;q&#39;\u9000\u51fa\n        break\n\ncap.release()\ncv2.destroyAllWindows()\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c06\u6253\u5f00\u89c6\u9891\u6587\u4ef6\uff0c\u5e76\u9010\u5e27\u663e\u793a\u89c6\u9891\u5185\u5bb9\u3002<\/p>\n<p><strong>Python\u4e2d\u6709\u54ea\u4e9b\u5e93\u53ef\u4ee5\u7528\u6765\u5904\u7406\u89c6\u9891\u6587\u4ef6\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u6709\u8bb8\u591a\u5e93\u53ef\u7528\u4e8e\u5904\u7406\u89c6\u9891\u6587\u4ef6\u3002\u5e38\u7528\u7684\u5305\u62ec\uff1a  <\/p>\n<ol>\n<li><strong>OpenCV<\/strong>\uff1a\u4e00\u4e2a\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u80fd\u591f\u8bfb\u53d6\u3001\u5904\u7406\u548c\u4fdd\u5b58\u89c6\u9891\u6587\u4ef6\u3002<\/li>\n<li><strong>MoviePy<\/strong>\uff1a\u7528\u4e8e\u89c6\u9891\u7f16\u8f91\u7684\u5e93\uff0c\u652f\u6301\u89c6\u9891\u526a\u8f91\u3001\u5408\u6210\u3001\u8f6c\u573a\u7b49\u529f\u80fd\u3002<\/li>\n<li><strong>imageio<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u89c6\u9891\u6587\u4ef6\u683c\u5f0f\u7684\u5e93\uff0c\u9002\u5408\u7528\u4e8e\u7b80\u5355\u7684\u89c6\u9891\u8bfb\u53d6\u548c\u5199\u5165\u3002<\/li>\n<\/ol>\n<p>\u9009\u62e9\u5408\u9002\u7684\u5e93\u53d6\u51b3\u4e8e\u60a8\u7684\u5177\u4f53\u9700\u6c42\uff0c\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u9700\u8981\u8fdb\u884c\u590d\u6742\u7684\u56fe\u50cf\u5904\u7406\uff0cOpenCV\u53ef\u80fd\u662f\u6700\u4f73\u9009\u62e9\uff1b\u800c\u5982\u679c\u60a8\u9700\u8981\u7b80\u5355\u7684\u89c6\u9891\u7f16\u8f91\uff0cMoviePy\u5c06\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u4f7f\u7528Python\u8bfb\u53d6\u89c6\u9891\u6587\u4ef6\u8def\u5f84\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u65b9\u6cd5\uff1a\u4f7f\u7528OpenCV\u5e93\u3001\u4f7f\u7528Movie [&hellip;]","protected":false},"author":3,"featured_media":1061436,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1061419"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1061419"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1061419\/revisions"}],"predecessor-version":[{"id":1061437,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1061419\/revisions\/1061437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1061436"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1061419"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1061419"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1061419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}