{"id":107782,"date":"2026-09-20T10:40:38","date_gmt":"2026-09-20T02:40:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107782.html"},"modified":"2026-09-20T10:40:38","modified_gmt":"2026-09-20T02:40:38","slug":"framepack%e5%9b%be%e7%94%9f%e8%a7%86%e9%a2%91%e5%b7%a5%e4%bd%9c%e6%b5%81%e9%aa%8c%e6%94%b6%e5%ae%9e%e6%88%98%ef%bc%9a%e8%be%93%e5%85%a5%e9%a2%84%e6%a3%80%e5%88%b0%e8%be%93%e5%87%ba%e6%8a%bd%e5%b8%a7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107782.html","title":{"rendered":"FramePack\u56fe\u751f\u89c6\u9891\u5de5\u4f5c\u6d41\u9a8c\u6536\u5b9e\u6218\uff1a\u8f93\u5165\u9884\u68c0\u5230\u8f93\u51fa\u62bd\u5e27"},"content":{"rendered":"

\u5728GPU\u7b97\u529b\u5e73\u53f0\u8fd0\u884c\u56fe\u751f\u89c6\u9891\u4efb\u52a1\u65f6，\u751f\u6210\u6309\u94ae\u80fd\u70b9\u51fb\u5e76\u4e0d\u7b49\u4e8e\u5de5\u4f5c\u6d41\u53ef\u9760\u3002\u8f93\u5165\u56fe\u7247\u65b9\u5411\u9519\u8bef\u3001\u6587\u4ef6\u635f\u574f\u3001\u8f93\u51fa\u89c6\u9891\u65e0\u6cd5\u89e3\u6790\u6216\u4e3b\u4f53\u8fde\u7eed\u6027\u5dee，\u90fd\u4f1a\u5f71\u54cd\u4ea4\u4ed8\u3002\u672c\u6587\u4ee5FramePack\u955c\u50cf\u4e3a\u4f8b，\u5efa\u7acb\u4e00\u5957\u4ece\u7d20\u6750\u9884\u68c0\u5230\u7ed3\u679c\u7559\u6863\u7684\u6280\u672f\u9a8c\u6536\u6d41\u7a0b\u3002<\/p>\n

\u4e00\u3001\u95ee\u9898\u80cc\u666f<\/h3>\n

\u56fe\u751f\u89c6\u9891\u4ee5\u9759\u6001\u56fe\u7247\u4e3a\u8d77\u70b9，\u8f93\u5165\u5c3a\u5bf8\u3001\u989c\u8272\u6a21\u5f0f\u3001EXIF\u65b9\u5411\u548c\u753b\u9762\u6784\u56fe\u90fd\u4f1a\u5f71\u54cd\u540e\u7eed\u7ed3\u679c\u3002\u4ec5\u51ed\u4e00\u6b21\u9884\u89c8\u5f88\u96be\u5224\u65ad\u95ee\u9898\u6765\u81ea\u7d20\u6750\u3001\u5de5\u4f5c\u6d41\u8fd8\u662fGPU\u73af\u5883\u3002\u82e5\u7528\u4e8e\u6279\u91cf\u5185\u5bb9\u751f\u4ea7\u6216\u63a8\u7406\u90e8\u7f72，\u8fd8\u9700\u8bb0\u5f55\u6210\u529f\u7387\u3001\u8017\u65f6\u548c\u663e\u5b58\u5cf0\u503c\u3002<\/p>\n

FramePack\u5c5e\u4e8e\u56fe\u751f\u89c6\u9891\u65b9\u5411\u955c\u50cf，\u4e3b\u8981\u7528\u4e8e\u5355\u56fe\u751f\u6210\u52a8\u6001\u89c6\u9891\u3001\u56fe\u7247\u52a8\u6001\u5316\u3001AI\u77ed\u7247\u548c\u89c6\u9891\u521b\u4f5c\u5b9e\u9a8c\u3002\u516c\u5f00\u4fe1\u606f\u6ca1\u6709\u56fa\u5b9a\u751f\u6210\u65f6\u957f\u3001\u5e27\u7387\u6216\u663e\u5b58\u95e8\u69db，\u5b9e\u9645\u914d\u7f6e\u5e94\u4ee5\u5f53\u524d\u9875\u9762\u548c\u955c\u50cf\u8bf4\u660e\u4e3a\u51c6\u3002<\/p>\n

\u4e8c\u3001\u73af\u5883\u51c6\u5907<\/h3>\n

\u51c6\u5907AI\u7b97\u529b\u5e73\u53f0\u5b9e\u4f8b\u3001FramePack\u5f53\u524d\u955c\u50cf\u30015\u81f310\u5f20\u5df2\u6388\u6743\u56fe\u7247\u548c\u72ec\u7acb\u8f93\u51fa\u76ee\u5f55\u3002\u6d4b\u8bd5\u56fe\u5e94\u8986\u76d6\u6a2a\u56fe\u3001\u7ad6\u56fe\u3001\u4eba\u7269\u3001\u4ea7\u54c1\u548c\u590d\u6742\u80cc\u666f\u3002GPU\u670d\u52a1\u5668\u79df\u7528\u5b9e\u4f8b\u8981\u9884\u7559\u7d20\u6750\u3001\u7f13\u5b58\u3001\u89c6\u9891\u548c\u65e5\u5fd7\u7a7a\u95f4\u3002<\/p>\n

mkdir<\/span> -p<\/span> cases\/images outputs previews logs
\npython -m<\/span> pip install<\/span> pillow
\nffmpeg -version<\/span><\/p>\n

\u5982\u4f7f\u7528\u6da6\u4e91\u667a\u7b97，\u53ef\u4ece\u5b98\u7f51\u6838\u5bf9\u5b9e\u65f6\u955c\u50cf\u4e0e\u7b97\u529b\u8d44\u6e90；\u64cd\u4f5c\u5165\u53e3\u548c\u53c2\u6570\u540d\u4ee5\u5b9e\u9645\u6587\u6863\u4e3a\u51c6\u3002<\/p>\n

\u4e09\u3001\u5b9e\u64cd\u6b65\u9aa4<\/h3>\n

1. \u6279\u91cf\u68c0\u67e5\u8f93\u5165\u56fe\u7247<\/h4>\n

from<\/span> pathlib import<\/span> Path
\nfrom<\/span> PIL import<\/span> Image,<\/span> ImageOps<\/p>\n

for<\/span> p in<\/span> Path(<\/span>"cases\/images"<\/span>)<\/span>.<\/span>glob(<\/span>"*.*"<\/span>)<\/span>:<\/span>
\n try<\/span>:<\/span>
\n with<\/span> Image.<\/span>open<\/span>(<\/span>p)<\/span> as<\/span> im:<\/span>
\n fixed =<\/span> ImageOps.<\/span>exif_transpose(<\/span>im)<\/span>.<\/span>convert(<\/span>"RGB"<\/span>)<\/span>
\n print<\/span>(<\/span>p.<\/span>name,<\/span> fixed.<\/span>size,<\/span> fixed.<\/span>mode)<\/span>
\n except<\/span> Exception as<\/span> exc:<\/span>
\n print<\/span>(<\/span>"BAD"<\/span>,<\/span> p.<\/span>name,<\/span> repr<\/span>(<\/span>exc)<\/span>)<\/span><\/p>\n

\u65e0\u6cd5\u89e3\u7801\u3001\u5c3a\u5bf8\u5f02\u5e38\u6216\u65b9\u5411\u9519\u8bef\u7684\u56fe\u7247\u5e94\u5148\u5904\u7406，\u4e0d\u8981\u628a\u7d20\u6750\u95ee\u9898\u8bef\u5224\u4e3a\u6a21\u578b\u6545\u969c\u3002<\/p>\n

2. \u5efa\u7acb\u7528\u4f8b\u6e05\u5355<\/h4>\n

{<\/span>"id"<\/span>:<\/span>"portrait_001"<\/span>,<\/span>"image"<\/span>:<\/span>"cases\/images\/person.jpg"<\/span>,<\/span>"goal"<\/span>:<\/span>"\u4e3b\u4f53\u7a33\u5b9a，\u8f7b\u5fae\u81ea\u7136\u52a8\u4f5c"<\/span>}<\/span>
\n{<\/span>"id"<\/span>:<\/span>"product_001"<\/span>,<\/span>"image"<\/span>:<\/span>"cases\/images\/product.jpg"<\/span>,<\/span>"goal"<\/span>:<\/span>"\u4ea7\u54c1\u5916\u89c2\u4fdd\u6301，\u955c\u5934\u7f13\u6162\u79fb\u52a8"<\/span>}<\/span><\/p>\n

\u8bb0\u5f55\u8f93\u5165\u3001\u76ee\u6807\u3001\u5b9e\u9645\u53c2\u6570\u548c\u8fd0\u884c\u7f16\u53f7\u3002\u6d89\u53ca\u4eba\u7269\u65f6\u5e94\u786e\u8ba4\u8096\u50cf\u4e0e\u7d20\u6750\u6388\u6743\u3002<\/p>\n

3. \u56fa\u5b9a\u57fa\u7ebf\u53c2\u6570\u8fd0\u884c<\/h4>\n

\u7b2c\u4e00\u8f6e\u5bf9\u5168\u90e8\u56fe\u7247\u4f7f\u7528\u540c\u4e00\u5957\u53ef\u914d\u7f6e\u53c2\u6570，\u5177\u4f53\u8c03\u7528\u6309\u5f53\u524d\u955c\u50cf\u6587\u6863\u6267\u884c\u3002\u8f93\u51fa\u6587\u4ef6\u4f7f\u7528\u552f\u4e00\u540d\u79f0：<\/p>\n

case_id<\/span>=<\/span>"portrait_001"<\/span>
\nrun_id<\/span>=<\/span>"001"<\/span>
\noutput<\/span>=<\/span>"outputs\/${case_id}<\/span>_${run_id}<\/span>.mp4"<\/span>
\necho<\/span> "$output<\/span>"<\/span><\/p>\n

\u4e0d\u8981\u53ea\u4fdd\u5b58\u6700\u4f73\u7ed3\u679c；\u5931\u8d25\u6587\u4ef6\u3001\u9519\u8bef\u65e5\u5fd7\u548c\u5bf9\u5e94\u8f93\u5165\u540c\u6837\u9700\u8981\u7559\u6863\u3002<\/p>\n

4. \u68c0\u67e5\u89c6\u9891\u5b8c\u6574\u6027<\/h4>\n

for<\/span> f<\/span> in<\/span> outputs\/*.mp4;<\/span> do<\/span>
\n test<\/span> -s<\/span> "$f<\/span>"<\/span> ||<\/span> {<\/span> echo<\/span> "EMPTY $f<\/span>"<\/span>;<\/span> continue<\/span>;<\/span> }<\/span>
\n ffprobe -v<\/span> error -show_entries<\/span> \\\\<\/span>
\n format<\/span>=<\/span>duration,size:stream=<\/span>codec_type,width,height \\\\<\/span>
\n -of<\/span> json "$f<\/span>"<\/span> ><\/span> "logs\/$(<\/span>basename<\/span> "$f<\/span>"<\/span>)<\/span><\/span>.json"<\/span> \\\\<\/span>
\n ||<\/span> echo<\/span> "BROKEN $f<\/span>"<\/span>
\ndone<\/span><\/p>\n

\u5148\u8fc7\u6ee4\u7a7a\u6587\u4ef6\u3001\u574f\u5bb9\u5668\u548c\u7f3a\u5c11\u89c6\u9891\u6d41\u7684\u7ed3\u679c，\u518d\u8fdb\u5165\u753b\u9762\u8bc4\u5ba1\u3002\u65f6\u957f\u548c\u5206\u8fa8\u7387\u9608\u503c\u7531\u9879\u76ee\u5b9a\u4e49\u3002<\/p>\n

5. \u751f\u6210\u62bd\u5e27\u9884\u89c8<\/h4>\n

mkdir<\/span> -p<\/span> previews\/portrait_001
\nffmpeg -y<\/span> -i<\/span> outputs\/portrait_001_001.mp4 \\\\<\/span>
\n -vf<\/span> "fps=1\/2,scale=640:-1"<\/span> \\\\<\/span>
\n previews\/portrait_001\/frame_%03d.jpg<\/p>\n

\u6309\u65f6\u95f4\u5e8f\u5217\u68c0\u67e5\u4e3b\u4f53\u6f02\u79fb\u3001\u7ed3\u6784\u7a81\u53d8\u3001\u80cc\u666f\u95ea\u70c1\u548c\u91cd\u590d\u5e27\u3002\u62bd\u5e27\u53ea\u80fd\u7528\u4e8e\u521d\u7b5b，\u52a8\u4f5c\u8fde\u7eed\u6027\u4ecd\u9700\u5b8c\u6574\u64ad\u653e\u3002<\/p>\n

6. \u8bb0\u5f55\u663e\u5b58\u4e0e\u5b8c\u6210\u7387<\/h4>\n

nvidia-smi –query-gpu=<\/span>timestamp,memory.used,utilization.gpu \\\\<\/span>
\n –format<\/span>=<\/span>csv -l<\/span> 2<\/span> ><\/span> logs\/gpu.csv<\/p>\n

\u7edf\u8ba1\u4efb\u52a1\u6570\u3001\u6210\u529f\u6570\u3001\u6280\u672f\u5931\u8d25\u6570\u3001\u4eba\u5de5\u53ef\u7528\u6570\u548c\u5355\u4efb\u52a1\u8017\u65f6\u3002\u9009\u62e9GPU\u7b97\u529b\u5e73\u53f0\u65f6，\u5e94\u5728\u76f8\u540c\u8f93\u5165\u4e0e\u53c2\u6570\u4e0b\u6bd4\u8f83\u5b8c\u6574\u6d41\u7a0b，\u4e0d\u5e94\u53ea\u770b\u67d0\u6b21\u5cf0\u503c\u901f\u5ea6\u3002<\/p>\n

\u56db\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6848<\/h3>\n

1. \u751f\u6210\u89c6\u9891\u65b9\u5411\u4e0d\u5bf9<\/h4>\n

\u5148\u7528ImageOps.exif_transpose\u5904\u7406EXIF\u65b9\u5411，\u5e76\u4fdd\u5b58\u4e3a\u6807\u51c6RGB\u56fe\u7247\u540e\u91cd\u8bd5\u3002<\/p>\n

2. \u4e3b\u4f53\u53d8\u5316\u8fc7\u5927<\/h4>\n

\u68c0\u67e5\u8f93\u5165\u6784\u56fe\u4e0e\u63d0\u793a\u76ee\u6807，\u56fa\u5b9a\u53c2\u6570\u505a\u5bf9\u7167；\u4e0d\u8981\u540c\u65f6\u66f4\u6362\u56fe\u7247\u3001\u53c2\u6570\u548c\u955c\u50cf\u3002<\/p>\n

3. \u89c6\u9891\u6587\u4ef6\u5b58\u5728\u4f46\u6253\u4e0d\u5f00<\/h4>\n

\u7528ffprobe\u68c0\u67e5\u5bb9\u5668\u3002\u4efb\u52a1\u4e2d\u65ad\u53ef\u80fd\u7559\u4e0b\u672a\u5b8c\u6210\u6587\u4ef6，\u5e94\u4fdd\u7559\u65e5\u5fd7\u5e76\u91cd\u65b0\u8fd0\u884c\u3002<\/p>\n

4. \u663e\u5b58\u4e0d\u8db3\u600e\u4e48\u529e<\/h4>\n

\u5148\u964d\u4f4e\u5e76\u53d1，\u518d\u6309\u955c\u50cf\u6587\u6863\u8c03\u6574\u8f93\u5165\u6216\u53c2\u6570\u3002\u4e0d\u8981\u5957\u7528\u5176\u4ed6\u89c6\u9891\u6a21\u578b\u7684\u663e\u5b58\u7ed3\u8bba\u3002<\/p>\n

\u4e94\u3001\u603b\u7ed3<\/h3>\n

FramePack\u9a8c\u6536\u5e94\u8986\u76d6\u56fe\u7247\u9884\u68c0\u3001\u7528\u4f8b\u56fa\u5316\u3001\u57fa\u7ebf\u8fd0\u884c\u3001\u5a92\u4f53\u68c0\u67e5\u3001\u62bd\u5e27\u548c\u8d44\u6e90\u91c7\u6837\u3002\u8fd9\u6837\u53ef\u4ee5\u628a\u201c\u770b\u8d77\u6765\u80fd\u7528\u201d\u53d8\u6210\u53ef\u590d\u73b0\u7684\u8d28\u91cf\u8bb0\u5f55\u3002\u8be5\u6d41\u7a0b\u4e5f\u9002\u5408\u6df1\u5ea6\u5b66\u4e60\u56e2\u961f\u6d4b\u8bd5\u89c6\u9891\u6a21\u578b，\u5e76\u4e3a\u5927\u6a21\u578b\u8bad\u7ec3\u76f8\u5173\u591a\u6a21\u6001\u5b9e\u9a8c\u548cAI\u5e94\u7528\u90e8\u7f72\u79ef\u7d2f\u56de\u5f52\u6837\u672c\u3002<\/p>\n

FAQ<\/h3>\n

Q1：\u6bcf\u5f20\u56fe\u7247\u6d4b\u8bd5\u4e00\u6b21\u591f\u5417？<\/h4>\n

\u4e0d\u591f\u3002\u81f3\u5c11\u5bf9\u4ee3\u8868\u6027\u56fe\u7247\u91cd\u590d\u8fd0\u884c，\u4ee5\u89c2\u5bdf\u7ed3\u679c\u6ce2\u52a8\u548c\u5931\u8d25\u7387\u3002<\/p>\n

Q2：\u62bd\u5e27\u53ef\u4ee5\u81ea\u52a8\u5224\u65ad\u89c6\u9891\u8d28\u91cf\u5417？<\/h4>\n

\u53ea\u80fd\u53d1\u73b0\u90e8\u5206\u7a81\u53d8\u548c\u6f02\u79fb，\u52a8\u4f5c\u81ea\u7136\u5ea6\u4ecd\u9700\u5b8c\u6574\u64ad\u653e\u6216\u4e13\u95e8\u6307\u6807\u8bc4\u4f30\u3002<\/p>\n

Q3：\u662f\u5426\u9700\u8981\u4fdd\u5b58\u539f\u59cb\u56fe\u7247？<\/h4>\n

\u9700\u8981，\u540c\u65f6\u4fdd\u5b58\u6388\u6743\u4fe1\u606f\u3001\u9884\u5904\u7406\u7248\u672c\u548c\u5bf9\u5e94\u8f93\u51fa，\u624d\u80fd\u590d\u73b0\u7ed3\u679c\u3002<\/p>\n

Q4：\u4ec0\u4e48\u65f6\u5019\u505a\u5e76\u53d1\u6d4b\u8bd5？<\/h4>\n

\u5148\u5b8c\u6210\u5355\u4efb\u52a1\u57fa\u7ebf\u5e76\u786e\u8ba4\u9a8c\u6536\u811a\u672c\u53ef\u9760，\u518d\u9010\u6b65\u589e\u52a0\u5e76\u53d1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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\n\u4e00\u3001\u95ee\u9898\u80cc\u666f
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