{"id":2579,"date":"2026-02-15T19:05:52","date_gmt":"2026-02-15T11:05:52","guid":{"rendered":"https:\/\/ai.ziyuanzz.online\/?page_id=2579"},"modified":"2026-03-28T09:36:12","modified_gmt":"2026-03-28T01:36:12","slug":"label-studio","status":"publish","type":"page","link":"https:\/\/ai.ziyuanzz.online\/index.php\/label-studio\/","title":{"rendered":"Label Studio"},"content":{"rendered":"
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\"\"<\/figure>\n<\/div>\n\n\n

Label Studio<\/h2>\n\n\n\n

\u514d\u8d39\u5f00\u6e90\u7684\u6570\u636e\u6807\u6ce8\u5de5\u5177<\/p>\n\n\n\n

\n
\u8bbf\u95ee\u5b98\u7f51 ><\/a><\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\"\"<\/figure>\n\n\n\n
<\/div>\n\n\n\n

Label Studio \u662f Human Signal\uff08\u539fHeartex\uff09\u63a8\u51fa\u7684\u4e00\u4e2a\u514d\u8d39\u5f00\u6e90\u7684\u6570\u636e\u6807\u6ce8\u5de5\u5177\uff0cGitHub \u4e0a\u8be5\u9879\u76ee\u6807\u661f\u8fd11.4\u4e07\uff0c\u53ef\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5fae\u8c03\u5927\u8bed\u8a00\u6a21\u578b\u3001\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u6216\u9a8c\u8bc1 AI \u6a21\u578b\u3002<\/p>\n\n\n\n

Label Studio\u7684\u529f\u80fd\u7279\u8272<\/h2>\n\n\n\n
    \n
  1. \u652f\u6301\u6807\u8bb0\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\uff0c\u5305\u62ec\u56fe\u7247\u3001\u58f0\u97f3\u3001\u6587\u672c\u3001\u65f6\u95f4\u5e8f\u5217\u3001\u591a\u57df\u3001\u89c6\u9891\u7b49<\/li>\n\n\n\n
  2. \u7075\u6d3b\u4e14\u53ef\u914d\u7f6e\uff0c\u53ef\u914d\u7f6e\u7684\u5e03\u5c40\u548c\u6a21\u677f\u4ee5\u7ed3\u5408\u81ea\u5df1\u7684\u6570\u636e\u96c6\u548c\u5de5\u4f5c\u6d41<\/li>\n\n\n\n
  3. \u673a\u5668\u5b66\u4e60\u8f85\u52a9\u6807\u8bb0\uff0c\u901a\u8fc7 ML \u540e\u7aef\u96c6\u6210\u4f7f\u7528\u9884\u6d4b\u6765\u534f\u52a9\u6807\u8bb0\u6d41\u7a0b\uff0c\u4ece\u800c\u8282\u7701\u65f6\u95f4<\/li>\n\n\n\n
  4. \u591a\u4e2a\u9879\u76ee\u548c\u7528\u6237\uff0c\u5728\u4e00\u4e2a\u5e73\u53f0\u4e0a\u652f\u6301\u591a\u4e2a\u9879\u76ee\u3001\u7528\u4f8b\u548c\u6570\u636e\u7c7b\u578b<\/li>\n\n\n\n
  5. \u4e0e\u60a8\u7684 ML\/AI pipeline \u96c6\u6210\uff0c\u53ef\u4f7f\u7528 Webhooks\u3001Python SDK \u548c API \u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\u3001\u521b\u5efa\u9879\u76ee\u3001\u5bfc\u5165\u4efb\u52a1\u3001\u7ba1\u7406\u6a21\u578b\u9884\u6d4b\u7b49\u3002<\/li>\n<\/ol>\n\n\n\n
    \"Label<\/a><\/figure>\n\n\n\n

    \u5982\u4f55\u5f00\u59cb\u4f7f\u7528 Label Studio<\/h2>\n\n\n\n
      \n
    1. \u9996\u5148\u786e\u8ba4\u5728\u7535\u8111\u4e0a\u5df2\u5b89\u88c5\u597dlibq-dev<\/code>\u548cpython3-dev<\/code>\u4f9d\u8d56\u9879<\/li>\n\n\n\n
    2. \u7136\u540e\u4f7f\u7528pip install label-studio<\/code>\u547d\u4ee4\u5b89\u88c5 Label Studio<\/li>\n\n\n\n
    3. \u5728\u7ec8\u7aef\/\u547d\u4ee4\u884c\u4f7f\u7528label-studio start<\/code>\u542f\u52a8 Label Studio<\/li>\n\n\n\n
    4. \u901a\u8fc7\u00a0http:\/\/localhost:8080<\/strong>\u00a0\u6253\u5f00 Label Studio UI<\/li>\n\n\n\n
    5. \u4f7f\u7528\u81ea\u5df1\u521b\u5efa\u7684\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u548c\u5bc6\u7801\u8fdb\u884c\u6ce8\u518c<\/li>\n\n\n\n
    6. \u5355\u51fb\u00a0Create<\/strong>\u00a0\u521b\u5efa\u9879\u76ee\u5e76\u5f00\u59cb\u6807\u8bb0\u6570\u636e<\/li>\n\n\n\n
    7. \u4e3a\u9879\u76ee\u547d\u540d\uff0c\u53ef\u8f93\u5165\u9879\u76ee\u63cf\u8ff0\u5e76\u9009\u62e9\u989c\u8272<\/li>\n\n\n\n
    8. \u5355\u51fb\u00a0Data Import<\/strong>\u00a0\u5e76\u4e0a\u4f20\u4f60\u8981\u4f7f\u7528\u7684\u6570\u636e\u6587\u4ef6\u3002\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u672c\u5730\u76ee\u5f55\u3001\u4e91\u5b58\u50a8\u6216\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\uff0c\u53ef\u6682\u65f6\u8df3\u8fc7\u6b64\u6b65\u9aa4<\/li>\n\n\n\n
    9. \u5355\u51fb\u00a0Labeling Setup<\/strong>\u00a0\u8bbe\u7f6e\u5e76\u9009\u62e9\u4e00\u4e2a\u6a21\u677f\u5e76\u6839\u636e\u4f60\u7684\u7528\u4f8b\u81ea\u5b9a\u4e49\u6807\u6ce8\u540d\u79f0<\/li>\n\n\n\n
    10. \u5355\u51fb\u00a0Save<\/strong>\u00a0\u4ee5\u4fdd\u5b58\u60a8\u7684\u9879\u76ee<\/li>\n<\/ol>\n\n\n\n

      \u66f4\u591a\u7684\u8bbe\u7f6e\u548c\u76f8\u5173\u64cd\u4f5c\uff0c\u8bf7\u67e5\u770b\u5b98\u65b9\u7684\u6587\u6863https:\/\/labelstud.io\/guide\/get_started.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

      Label Studio \u514d\u8d39\u5f00\u6e90\u7684\u6570\u636e\u6807\u6ce8\u5de5\u5177 Label Studio \u662f Human Signal\uff08\u539fH […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2579","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/2579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/comments?post=2579"}],"version-history":[{"count":0,"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/pages\/2579\/revisions"}],"wp:attachment":[{"href":"https:\/\/ai.ziyuanzz.online\/index.php\/wp-json\/wp\/v2\/media?parent=2579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}