{"id":28515,"date":"2025-03-13T16:29:29","date_gmt":"2025-03-13T08:29:29","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28515"},"modified":"2025-03-13T16:29:29","modified_gmt":"2025-03-13T08:29:29","slug":"vace","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/vace\/","title":{"rendered":"VACE\uff1a\u89c6\u9891\u521b\u4f5c\u548c\u7f16\u8f91\u7684\u5f00\u6e90\u6a21\u578b\uff08\u672a\u5f00\u653e\uff09"},"content":{"rendered":"<p>VACE \u662f\u7531\u963f\u91cc\u901a\u4e49\u89c6\u89c9\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08ali-vilab\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u89c6\u9891\u521b\u4f5c\u4e0e\u7f16\u8f91\u3002\u5b83\u662f\u4e00\u4e2a\u5168\u80fd\u578b\u5de5\u5177\uff0c\u96c6\u6210\u4e86\u591a\u79cd\u529f\u80fd\uff0c\u6bd4\u5982\u6839\u636e\u53c2\u8003\u751f\u6210\u89c6\u9891\u3001\u7f16\u8f91\u5df2\u6709\u89c6\u9891\u5185\u5bb9\u3001\u672c\u5730\u5316\u4fee\u6539\u7b49\u3002\u9879\u76ee\u4e8e 2025 \u5e74 3 \u6708\u6b63\u5f0f\u53d1\u5e03\uff0c\u76ee\u6807\u662f\u8ba9\u7528\u6237\u901a\u8fc7\u4e00\u4e2a\u6a21\u578b\u5c31\u80fd\u5b8c\u6210\u590d\u6742\u7684\u89c6\u9891\u5904\u7406\u4efb\u52a1\u3002VACE \u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u7075\u6d3b\u6027\u548c\u9ad8\u6548\u6027\uff0c\u652f\u6301\u7528\u6237\u81ea\u7531\u7ec4\u5408\u529f\u80fd\uff0c\u9002\u5408\u521b\u4f5c\u8005\u3001\u5f00\u53d1\u8005\u751a\u81f3\u666e\u901a\u7528\u6237\u4f7f\u7528\u3002\u5b83\u7684\u4ee3\u7801\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u3001\u7814\u7a76\u6216\u6539\u8fdb\u3002\u80cc\u540e\u56e2\u961f\u4f9d\u6258\u963f\u91cc\u5f3a\u5927\u7684\u6280\u672f\u652f\u6301\uff0c\u7ed3\u5408\u4e86\u4eba\u5de5\u667a\u80fd\u548c\u89c6\u9891\u5904\u7406\u7684\u6700\u65b0\u6210\u679c\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u53c8\u5b9e\u7528\u7684\u521b\u4f5c\u5e73\u53f0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28516\" title=\"VACE\uff1a\u89c6\u9891\u521b\u4f5c\u548c\u7f16\u8f91\u7684\u5f00\u6e90\u6a21\u578b\uff08\u672a\u5f00\u653e\uff09-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/36bad288dba3806.png\" alt=\"VACE\uff1a\u89c6\u9891\u521b\u4f5c\u548c\u7f16\u8f91\u7684\u5f00\u6e90\u6a21\u578b\uff08\u672a\u5f00\u653e\uff09-1\" width=\"1202\" height=\"452\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/36bad288dba3806.png 1202w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/36bad288dba3806-768x289.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/36bad288dba3806-18x7.png 18w\" sizes=\"auto, (max-width: 1202px) 100vw, 1202px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u53c2\u8003\u751f\u6210\u89c6\u9891\uff08R2V\uff09<\/strong>: \u6839\u636e\u7ed9\u5b9a\u7684\u53c2\u8003\u7d20\u6750\uff08\u5982\u56fe\u7247\u6216\u89c6\u9891\u7247\u6bb5\uff09\u751f\u6210\u5168\u65b0\u89c6\u9891\u5185\u5bb9\u3002<\/li>\n<li><strong>\u89c6\u9891\u5230\u89c6\u9891\u7f16\u8f91\uff08V2V\uff09<\/strong>: \u5bf9\u5df2\u6709\u89c6\u9891\u8fdb\u884c\u6574\u4f53\u98ce\u683c\u6216\u5185\u5bb9\u7684\u4fee\u6539\uff0c\u6bd4\u5982\u8c03\u6574\u8272\u8c03\u3001\u66ff\u6362\u80cc\u666f\u3002<\/li>\n<li><strong>\u8499\u7248\u89c6\u9891\u7f16\u8f91\uff08MV2V\uff09<\/strong>: \u652f\u6301\u5c40\u90e8\u7f16\u8f91\uff0c\u7528\u6237\u53ef\u4ee5\u7528\u8499\u7248\u9009\u62e9\u89c6\u9891\u4e2d\u7684\u7279\u5b9a\u533a\u57df\u8fdb\u884c\u4fee\u6539\u3002<\/li>\n<li><strong>\u52a8\u4f5c\u63a7\u5236<\/strong>: \u8c03\u6574\u89c6\u9891\u4e2d\u7269\u4f53\u7684\u8fd0\u52a8\u8f68\u8ff9\uff0c\u6bd4\u5982\u8ba9\u89d2\u8272\u79fb\u52a8\u5230\u6307\u5b9a\u4f4d\u7f6e\u3002<\/li>\n<li><strong>\u4e3b\u4f53\u66ff\u6362<\/strong>: \u5c06\u89c6\u9891\u4e2d\u7684\u67d0\u4e2a\u4e3b\u4f53\uff08\u5982\u4eba\u6216\u7269\u4f53\uff09\u66ff\u6362\u6210\u5176\u4ed6\u5185\u5bb9\u3002<\/li>\n<li><strong>\u753b\u9762\u6269\u5c55<\/strong>: \u6269\u5c55\u89c6\u9891\u753b\u5e45\uff0c\u751f\u6210\u8d85\u51fa\u539f\u59cb\u8fb9\u754c\u7684\u753b\u9762\u3002<\/li>\n<li><strong>\u52a8\u753b\u751f\u6210<\/strong>: \u5c06\u9759\u6001\u56fe\u50cf\u8f6c\u5316\u4e3a\u52a8\u6001\u52a8\u753b\u6548\u679c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>VACE \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e3b\u8981\u9762\u5411\u6709\u4e00\u5b9a\u6280\u672f\u57fa\u7840\u7684\u7528\u6237\u3002\u5b83\u6ca1\u6709\u73b0\u6210\u7684\u56fe\u5f62\u754c\u9762\uff0c\u9700\u8981\u901a\u8fc7\u4ee3\u7801\u8fd0\u884c\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u4f7f\u7528\u6307\u5357\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u786e\u4fdd\u4f60\u7684\u7535\u8111\u5b89\u88c5\u4e86 Python 3.9 \u6216\u4ee5\u4e0a\u7248\u672c\u3002\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u8f93\u5165\u00a0<code>python --version<\/code>\u00a0\u68c0\u67e5\u3002<\/li>\n<li>\u5b89\u88c5 Git \u5de5\u5177\uff0c\u7528\u4e8e\u4ece GitHub \u4e0b\u8f7d\u4ee3\u7801\u3002Windows \u7528\u6237\u53ef\u4ece\u00a0git-scm.com\u00a0\u4e0b\u8f7d\uff0cMac \u7528\u6237\u53ef\u7528\u00a0<code>brew install git<\/code>\u00a0\u5b89\u88c5\u3002<\/li>\n<li>\u9700\u8981 NVIDIA GPU \u548c CUDA \u652f\u6301\uff0c\u56e0\u4e3a VACE \u4f9d\u8d56 GPU \u52a0\u901f\u3002\u5982\u679c\u6ca1\u6709 GPU\uff0c\u53ef\u4ee5\u5c1d\u8bd5 CPU \u6a21\u5f0f\uff0c\u4f46\u6027\u80fd\u4f1a\u4e0b\u964d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u4ee3\u7801<\/strong>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff08Windows \u7528 CMD \u6216 PowerShell\uff0cMac \u7528 Terminal\uff09\u3002<\/li>\n<li>\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 VACE \u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/ali-vilab\/VACE.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u514b\u9686\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u6587\u4ef6\u5939\uff1a\n<pre><code>cd VACE\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\n<ul>\n<li>VACE \u9700\u8981\u4e00\u4e9b Python \u5e93\u652f\u6301\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u679c\u6709\u62a5\u9519\uff0c\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u6216\u66f4\u65b0 pip\uff08\u7528\u00a0<code>pip install --upgrade pip<\/code>\uff09\u3002<\/li>\n<li>\u5bf9\u4e8e GPU \u7528\u6237\uff0c\u786e\u4fdd\u5b89\u88c5 PyTorch \u548c\u5bf9\u5e94\u7684 CUDA \u7248\u672c\uff0c\u6bd4\u5982\uff1a\n<pre><code>pip install torch torchvision --extra-index-url https:\/\/download.pytorch.org\/whl\/cu118\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong>\n<ul>\n<li>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4e00\u4e2a\u7b80\u5355\u7684\u6d4b\u8bd5\u547d\u4ee4\u786e\u8ba4\u73af\u5883\u65e0\u8bef\uff1a\n<pre><code>python -c \"import torch; print(torch.cuda.is_available())\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u679c\u8fd4\u56de\u00a0<code>True<\/code>\uff0c\u8bf4\u660e GPU \u652f\u6301\u6b63\u5e38\uff1b\u5982\u679c\u662f\u00a0<code>False<\/code>\uff0c\u53ef\u80fd\u9700\u8981\u68c0\u67e5 CUDA \u5b89\u88c5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5982\u4f55\u4f7f\u7528<\/h3>\n<p>VACE \u7684\u64cd\u4f5c\u4e3b\u8981\u901a\u8fc7\u547d\u4ee4\u884c\u5b8c\u6210\uff0c\u7528\u6237\u9700\u8981\u7f16\u5199\u914d\u7f6e\u6587\u4ef6\u5e76\u8fd0\u884c Python \u811a\u672c\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u7684\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b\u3002<\/p>\n<h4>\u529f\u80fd 1\uff1a\u53c2\u8003\u751f\u6210\u89c6\u9891\uff08R2V\uff09<\/h4>\n<ul>\n<li><strong>\u6b65\u9aa4<\/strong>\n<ol>\n<li>\u51c6\u5907\u53c2\u8003\u7d20\u6750\uff0c\u6bd4\u5982\u4e00\u5f20\u56fe\u7247\uff08\u683c\u5f0f\u652f\u6301 JPG\u3001PNG\uff09\u6216\u4e00\u6bb5\u89c6\u9891\uff08MP4 \u683c\u5f0f\uff09\u3002<\/li>\n<li>\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\uff0c\u4f8b\u5982\u00a0<code>config_r2v.yaml<\/code>\uff0c\u5185\u5bb9\u53c2\u8003 GitHub \u4e0a\u7684\u793a\u4f8b\uff08\u901a\u5e38\u5728\u00a0<code>configs<\/code>\u00a0\u6587\u4ef6\u5939\uff09\u3002\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9a\u8f93\u5165\u8def\u5f84\u548c\u8f93\u51fa\u53c2\u6570\uff0c\u6bd4\u5982\u5206\u8fa8\u7387\u3001\u5e27\u6570\u7b49\u3002<\/li>\n<li>\u5728\u7ec8\u7aef\u8fd0\u884c\u547d\u4ee4\uff1a\n<pre><code>python inference.py --cfg config_r2v.yaml\r\n<\/code><\/pre>\n<\/li>\n<li>\u751f\u6210\u7684\u89c6\u9891\u4f1a\u4fdd\u5b58\u5728\u6307\u5b9a\u8f93\u51fa\u6587\u4ef6\u5939\uff08\u9ed8\u8ba4\u662f\u00a0<code>output<\/code>\u00a0\u6587\u4ef6\u5939\uff09\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u793a\u4f8b<\/strong>\n<ul>\n<li>\u8f93\u5165\u4e00\u5f20\u5c0f\u7537\u5b69\u7684\u56fe\u7247\uff0c\u914d\u7f6e\u6587\u4ef6\u4e2d\u5199\u4e0a\u63cf\u8ff0\uff1a\u201c\u5c0f\u7537\u5b69\u5728\u9633\u5149\u4e0b\u8dd1\u5411\u53f3\u8fb9\u201d\u3002\u8fd0\u884c\u540e\uff0cVACE \u4f1a\u751f\u6210\u4e00\u6bb5\u7537\u5b69\u8dd1\u52a8\u7684\u89c6\u9891\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u529f\u80fd 2\uff1a\u89c6\u9891\u5230\u89c6\u9891\u7f16\u8f91\uff08V2V\uff09<\/h4>\n<ul>\n<li><strong>\u6b65\u9aa4<\/strong>\n<ol>\n<li>\u51c6\u5907\u4e00\u6bb5\u9700\u8981\u7f16\u8f91\u7684\u89c6\u9891\uff0c\u6bd4\u5982\u00a0<code>input.mp4<\/code>\u3002<\/li>\n<li>\u7f16\u8f91\u914d\u7f6e\u6587\u4ef6\u00a0<code>config_v2v.yaml<\/code>\uff0c\u8bbe\u7f6e\u7f16\u8f91\u76ee\u6807\uff0c\u6bd4\u5982\u201c\u5c06\u80cc\u666f\u6539\u4e3a\u8349\u539f\u201d\u3002<\/li>\n<li>\u8fd0\u884c\u547d\u4ee4\uff1a\n<pre><code>python inference.py --cfg config_v2v.yaml\r\n<\/code><\/pre>\n<\/li>\n<li>\u7f16\u8f91\u540e\u7684\u89c6\u9891\u4f1a\u81ea\u52a8\u4fdd\u5b58\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u793a\u4f8b<\/strong>\n<ul>\n<li>\u8f93\u5165\u4e00\u6bb5\u57ce\u5e02\u8857\u5934\u89c6\u9891\uff0c\u914d\u7f6e\u6587\u4ef6\u4e2d\u5199\u201c\u80cc\u666f\u66ff\u6362\u4e3a\u68ee\u6797\u201d\uff0c\u7ed3\u679c\u662f\u4eba\u7269\u5728\u68ee\u6797\u4e2d\u884c\u8d70\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u529f\u80fd 3\uff1a\u8499\u7248\u89c6\u9891\u7f16\u8f91\uff08MV2V\uff09<\/h4>\n<ul>\n<li><strong>\u6b65\u9aa4<\/strong>\n<ol>\n<li>\u51c6\u5907\u89c6\u9891\u548c\u8499\u7248\u6587\u4ef6\uff08\u8499\u7248\u662f\u9ed1\u767d\u56fe\u7247\uff0c\u767d\u8272\u533a\u57df\u8868\u793a\u7f16\u8f91\u90e8\u5206\uff09\u3002<\/li>\n<li>\u5728\u914d\u7f6e\u6587\u4ef6\u00a0<code>config_mv2v.yaml<\/code>\u00a0\u4e2d\u6307\u5b9a\u89c6\u9891\u8def\u5f84\u548c\u8499\u7248\u8def\u5f84\uff0c\u8bbe\u7f6e\u7f16\u8f91\u5185\u5bb9\uff0c\u6bd4\u5982\u201c\u5c06\u8499\u7248\u533a\u57df\u66ff\u6362\u4e3a\u72ee\u5b50\u201d\u3002<\/li>\n<li>\u8fd0\u884c\u547d\u4ee4\uff1a\n<pre><code>python inference.py --cfg config_mv2v.yaml\r\n<\/code><\/pre>\n<\/li>\n<li>\u67e5\u770b\u7ed3\u679c\uff0c\u8499\u7248\u533a\u57df\u4f1a\u88ab\u66ff\u6362\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u793a\u4f8b<\/strong>\n<ul>\n<li>\u8f93\u5165\u5496\u5561\u5e97\u89c6\u9891\uff0c\u8499\u7248\u9009\u4e2d\u684c\u5b50\u4e0a\u7684\u676f\u5b50\uff0c\u66ff\u6362\u4e3a\u201c\u4e00\u53ea\u5c0f\u732b\u201d\uff0c\u7ed3\u679c\u662f\u732b\u54aa\u51fa\u73b0\u5728\u684c\u5b50\u4e0a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u529f\u80fd 4\uff1a\u52a8\u4f5c\u63a7\u5236\u4e0e\u4e3b\u4f53\u66ff\u6362<\/h4>\n<ul>\n<li><strong>\u6b65\u9aa4<\/strong>\n<ol>\n<li>\u51c6\u5907\u89c6\u9891\u548c\u76ee\u6807\u52a8\u4f5c\u63cf\u8ff0\uff0c\u6bd4\u5982\u201c\u8ba9\u9a6c\u5411\u5de6\u8dd1\u201d\u3002<\/li>\n<li>\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u8bbe\u7f6e\u52a8\u4f5c\u53c2\u6570\u6216\u66ff\u6362\u4e3b\u4f53\uff08\u6bd4\u5982\u201c\u9a6c\u66ff\u6362\u4e3a\u725b\u201d\uff09\u3002<\/li>\n<li>\u8fd0\u884c\u547d\u4ee4\u751f\u6210\u65b0\u89c6\u9891\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u793a\u4f8b<\/strong>\n<ul>\n<li>\u8f93\u5165\u9a91\u9a6c\u89c6\u9891\uff0c\u8bbe\u7f6e\u201c\u9a6c\u5411\u53f3\u8dd1\uff0c\u66ff\u6362\u4e3a\u7d2b\u53d1\u9a91\u58eb\u201d\uff0c\u7ed3\u679c\u662f\u7d2b\u53d1\u9a91\u58eb\u9a91\u9a6c\u5411\u53f3\u8dd1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u64cd\u4f5c\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u914d\u7f6e\u6587\u4ef6\u683c\u5f0f<\/strong>\uff1aYAML \u6587\u4ef6\u5f88\u4e25\u683c\uff0c\u6ce8\u610f\u7f29\u8fdb\u548c\u8bed\u6cd5\u3002<\/li>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>\uff1a\u5efa\u8bae\u81f3\u5c11 12GB \u663e\u5b58\u7684 GPU\uff0c\u5426\u5219\u53ef\u80fd\u9700\u8981\u8c03\u6574\u53c2\u6570\u51cf\u5c11\u5185\u5b58\u5360\u7528\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u6280\u5de7<\/strong>\uff1a\u5982\u679c\u51fa\u9519\uff0c\u67e5\u770b\u7ec8\u7aef\u65e5\u5fd7\uff0c\u5e38\u89c1\u95ee\u9898\u662f\u8def\u5f84\u9519\u8bef\u6216\u4f9d\u8d56\u7f3a\u5931\u3002<\/li>\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1a\u53ef\u4ee5\u5728 GitHub \u7684 Issues \u9875\u9762\u63d0\u95ee\uff0c\u5f00\u53d1\u8005\u548c\u793e\u533a\u4f1a\u5e2e\u5fd9\u89e3\u7b54\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528 VACE \u5b8c\u6210\u89c6\u9891\u521b\u4f5c\u548c\u7f16\u8f91\u3002\u5b83\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u7075\u6d3b\u6027\uff0c\u53ea\u8981\u719f\u6089\u914d\u7f6e\uff0c\u5c31\u80fd\u5b9e\u73b0\u5404\u79cd\u521b\u610f\u60f3\u6cd5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>VACE \u662f\u7531\u963f\u91cc\u901a\u4e49\u89c6\u89c9\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08ali-vilab\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u89c6\u9891\u521b\u4f5c\u4e0e\u7f16\u8f91\u3002\u5b83\u662f\u4e00\u4e2a\u5168\u80fd\u578b\u5de5\u5177\uff0c\u96c6\u6210\u4e86\u591a\u79cd\u529f\u80fd\uff0c\u6bd4\u5982\u6839\u636e\u53c2\u8003\u751f\u6210\u89c6\u9891\u3001\u7f16\u8f91\u5df2\u6709\u89c6\u9891\u5185\u5bb9\u3001\u672c\u5730\u5316\u4fee\u6539\u7b49\u3002\u9879\u76ee\u4e8e 2025 \u5e74 3 \u6708\u6b63\u5f0f\u53d1\u5e03\uff0c\u76ee\u6807\u662f\u8ba9\u7528\u6237&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62029,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,197],"class_list":["post-28515","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aiyinshipinbianji"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/28515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=28515"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/28515\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62029"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=28515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=28515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=28515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}