{"id":19984,"date":"2025-10-23T17:22:09","date_gmt":"2025-10-23T09:22:09","guid":{"rendered":"https:\/\/www.iweaver.ai\/?p=19984"},"modified":"2025-10-23T17:40:18","modified_gmt":"2025-10-23T09:40:18","slug":"how-ocr-llms-work-for-image-to-text","status":"publish","type":"post","link":"https:\/\/www.iweaver.ai\/zh\/blog\/how-ocr-llms-work-for-image-to-text\/","title":{"rendered":"\u56fe\u50cf\u8f6c\u6587\u672c\uff1aLLM \u548c OCR \u5982\u4f55\u5728 iWeaver \u4e2d\u534f\u540c\u5de5\u4f5c"},"content":{"rendered":"<p>\u5728\u4eca\u5929\u7684 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">\u56fe\u50cf\u8f6c\u6587\u672c<\/mark> \u666f\u89c2\u65b9\u9762\uff0c\u4e24\u79cd\u4e3b\u8981\u6280\u672f\u6b63\u5728\u5851\u9020\u6211\u4eec\u5c06\u89c6\u89c9\u6570\u636e\u8f6c\u6362\u4e3a\u53ef\u7f16\u8f91\u548c\u53ef\u641c\u7d22\u6587\u672c\u7684\u65b9\u5f0f\uff1a <strong>\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09<\/strong> \u548c <strong>\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09<\/strong>\u3002\u672c\u6587\u5c06\u5206\u6790\u8fd9\u4e24\u79cd\u6280\u672f\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u6bd4\u8f83\u5b83\u4eec\u7684\u4f18\u52bf\uff0c\u5e76\u89e3\u91ca\u4e3a\u4ec0\u4e48<a href=\"https:\/\/www.iweaver.ai\/zh\/agents\/ai-image-summarizer\/\"> <strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">iWeaver \u56fe\u50cf\u8f6c\u6587\u672c<\/mark><\/strong><\/a> \u63d0\u4f9b\u6700\u5148\u8fdb\u7684 OCR \u548c AI \u8bed\u8a00\u7406\u89e3\u96c6\u6210\u4e4b\u4e00\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u4e48\u662fOCR\u6280\u672f\uff1f<\/h2>\n\n\n\n<p><strong>OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09<\/strong> \u662f\u4e00\u79cd\u81ea\u52a8\u8bc6\u522b\u56fe\u50cf\uff08\u4f8b\u5982\u626b\u63cf\u6587\u6863\u3001\u7167\u7247\u6216\u5c4f\u5e55\u622a\u56fe\uff09\u4e2d\u6587\u672c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u53ef\u7f16\u8f91\u3001\u53ef\u641c\u7d22\u548c\u53ef\u5206\u6790\u6570\u636e\u7684\u6280\u672f\u3002\u5176\u6838\u5fc3\u6d41\u7a0b\u5305\u62ec <strong>\u56fe\u50cf\u9884\u5904\u7406\u3001\u5b57\u7b26\u5206\u5272\u3001\u7279\u5f81\u63d0\u53d6\u3001\u6587\u672c\u8bc6\u522b<\/strong>\uff0c \u548c <strong>\u540e\u6821\u6b63<\/strong>.<\/p>\n\n\n\n<p>OCR \u64c5\u957f\u5904\u7406\u7ed3\u6784\u5316\u3001\u6e05\u6670\u7684\u5370\u5237\u683c\u5f0f\uff0c\u4f8b\u5982 <strong>\u53d1\u7968\u3001\u5408\u540c\u3001\u8868\u683c\u548c\u8eab\u4efd\u8bc1\u626b\u63cf\u4ef6<\/strong>. \u5e38\u89c1\u7684\u4f8b\u5b50\u5305\u62ec <strong>\u626b\u63cf\u5168\u80fd\u738b<\/strong> \u548c <strong>Adobe Acrobat<\/strong>.<\/p>\n\n\n\n<p><strong>\u4e3b\u8981\u4f18\u52bf\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5feb\u901f\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u3001\u53ef\u8ba1\u7b97\u7684\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u6807\u51c6\u5316\u3001\u9ad8\u8d28\u91cf\u6587\u6863\u7684\u51c6\u786e\u6027\u9ad8\u3002<\/li>\n\n\n\n<li>\u5927\u5927\u51cf\u5c11\u4e86\u624b\u5de5\u5f55\u5165\u7684\u65f6\u95f4\u548c\u4eba\u5de5\u6210\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e3b\u8981\u9650\u5236\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fe\u50cf\u8d28\u91cf\u5dee\u3001\u6587\u672c\u624b\u5199\u6216\u5e03\u5c40\u590d\u6742\u4f1a\u5bfc\u81f4\u51c6\u786e\u5ea6\u4e0b\u964d\u3002<\/li>\n\n\n\n<li>\u901a\u5e38\u4f9d\u8d56\u4e8e\u56fa\u5b9a\u6a21\u677f\u2014\u2014\u683c\u5f0f\u53d8\u5316\u53ef\u80fd\u4f1a\u7834\u574f\u8bc6\u522b\u3002<\/li>\n\n\n\n<li>\u91cd\u70b9\u5173\u6ce8 <em>\u4ec0\u4e48<\/em> \u6587\u5b57\u51fa\u73b0\uff0c\u4f46\u6ca1\u6709 <em>\u8fd9\u610f\u5473\u7740\u4ec0\u4e48<\/em>\u2014\u6709\u9650\u7684\u8bed\u4e49\u7406\u89e3\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u4e48\u662f LLM \u6280\u672f\uff1f<\/h2>\n\n\n\n<p><strong>LLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09<\/strong> \u8be5\u6280\u672f\u6807\u5fd7\u7740\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u7a81\u7834\u3002\u901a\u8fc7\u6d77\u91cf\u6587\u672c\u6570\u636e\u96c6\uff08\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u751a\u81f3\u662f\u591a\u6a21\u6001\u6570\u636e\uff08\u6587\u672c+\u56fe\u50cf\uff09\uff09\u7684\u8bad\u7ec3\uff0c\u6cd5\u5b66\u7855\u58eb (LLM) \u80fd\u591f\u7406\u89e3\u3001\u751f\u6210\u81ea\u7136\u8bed\u8a00\u5e76\u8fdb\u884c\u63a8\u7406\u3002\u4e00\u4e9b\u6a21\u578b\u751a\u81f3\u80fd\u591f\u5c06\u89c6\u89c9\u7406\u89e3\u548c\u6587\u672c\u7406\u89e3\u7ed3\u5408\u8d77\u6765\uff0c\u4ece\u800c\u89e3\u8bfb\u56fe\u50cf\u7684\u542b\u4e49\u3002<\/p>\n\n\n\n<p>\u8457\u540d\u7684\u4f8b\u5b50\u5305\u62ec ChatGPT\uff08OpenAI\uff09\u3001Claude\uff08Anthropic\uff09\u548c DeepSeek\uff08DeepSeek AI\uff09\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u8981\u4f18\u52bf\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d85\u8d8a\u8ba4\u77e5\u2014\u2014\u6cd5\u5b66\u7855\u58eb\u7406\u89e3\u542b\u4e49\u3001\u603b\u7ed3\u80cc\u666f\u5e76\u4ea7\u751f\u89c1\u89e3\u3002<\/li>\n\n\n\n<li>\u624b\u67c4 <strong>\u975e\u7ed3\u6784\u5316\u5185\u5bb9<\/strong>, <strong>\u6df7\u5408\u8bed\u8a00<\/strong>\uff0c \u548c <strong>\u590d\u6742\u7684\u6587\u6863\u5e03\u5c40<\/strong> \u5177\u6709\u66f4\u5927\u7684\u7075\u6d3b\u6027\u3002<\/li>\n\n\n\n<li>\u4e0e OCR \u8f93\u51fa\u914d\u5408\u826f\u597d\uff0c\u63d0\u4f9b <strong>\u8bed\u4e49\u6821\u6b63<\/strong>, <strong>\u4e0a\u4e0b\u6587\u4e30\u5bcc<\/strong>\uff0c \u548c <strong>\u57fa\u4e8e\u77e5\u8bc6\u7684\u6458\u8981<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e3b\u8981\u6311\u6218\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u548c\u8bad\u7ec3\u6210\u672c\u9ad8\u3002<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u4f4e\u5206\u8fa8\u7387\u6216\u626d\u66f2\u7684\u6587\u672c\u4ecd\u7136\u4f9d\u8d56 OCR \u6216\u89c6\u89c9\u6a21\u5757\u3002<\/li>\n\n\n\n<li>\u5728\u5927\u89c4\u6a21\u4f01\u4e1a\u4f7f\u7528\u4e2d\uff0c\u5fc5\u987b\u5e73\u8861\u7a33\u5b9a\u6027\u3001\u5408\u89c4\u6027\u548c\u6210\u672c\u6548\u76ca\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR.webp\" alt=\"LLM\u548cOCR\u4e4b\u95f4\u7684\u533a\u522b\" class=\"wp-image-19986\" srcset=\"https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR.webp 1024w, https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR-300x300.webp 300w, https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR-150x150.webp 150w, https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR-768x768.webp 768w, https:\/\/www.iweaver.ai\/wp-content\/uploads\/2025\/10\/Differences-between-LLM-and-OCR-12x12.webp 12w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">OCR \u548c LLM\uff1a\u76f8\u4f3c\u70b9\u548c\u4e0d\u540c\u70b9\u89e3\u91ca<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u65b9\u9762<\/td><td>OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09<\/td><td>\u56fe\u50cf\u5230\u6587\u672c\u4efb\u52a1\u4e2d\u7684 LLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09<\/td><\/tr><tr><td>\u6838\u5fc3\u529f\u80fd<\/td><td>\u4ece\u56fe\u50cf\u4e2d\u63d0\u53d6\u5e76\u8bc6\u522b\u6587\u672c\u5b57\u7b26\u3002<\/td><td>\u7406\u89e3\u6587\u672c\u542b\u4e49\u3001\u4e0a\u4e0b\u6587\uff0c\u5e76\u751f\u6210\u6216\u5206\u6790\u57fa\u4e8e\u8bed\u8a00\u7684\u8f93\u51fa\u3002<\/td><\/tr><tr><td>\u8f93\u5165\u7c7b\u578b<\/td><td>\u56fe\u50cf\u2192\u6587\u672c\u63d0\u53d6\u3002<\/td><td>\u56fe\u50cf\uff08\u6216\u6587\u672c\uff09\u2192\u6a21\u578b\u7406\u89e3\u2192\u8f93\u51fa\u6587\u672c\u3001\u8bed\u4e49\u6216\u7ed3\u6784\u5316\u7ed3\u679c\u3002<\/td><\/tr><tr><td>\u7ed3\u6784\u4f9d\u8d56\u6027<\/td><td>\u9ad8\u2014\u2014\u4f9d\u8d56\u4e8e\u9884\u5b9a\u4e49\u7684\u6a21\u677f\u6216\u56fa\u5b9a\u5e03\u5c40\u3002<\/td><td>\u4f4e\u2014\u2014\u7075\u6d3b\u4e14\u9002\u5e94\u5e03\u5c40\u6216\u7ed3\u6784\u53d8\u5316\u3002<\/td><\/tr><tr><td>\u8bed\u4e49\u7406\u89e3<\/td><td>\u6709\u9650\u2014\u2014\u5173\u6ce8\u201c\u6587\u672c\u6240\u8bf4\u7684\u5185\u5bb9\u201d\u3002<\/td><td>\u5f3a\u2014\u2014\u89e3\u91ca\u201c\u6587\u672c\u7684\u542b\u4e49\u201d\u4ee5\u53ca\u201c\u5982\u4f55\u8fdb\u4e00\u6b65\u5904\u7406\u5b83\u201d\u3002<\/td><\/tr><tr><td>\u6700\u4f73\u7528\u4f8b<\/td><td>\u7ed3\u6784\u5316\u7684\u8868\u683c\u3001\u6253\u5370\u7684\u6587\u6863\u3001\u6e05\u6670\u7684\u5e03\u5c40\u3002<\/td><td>\u6df7\u5408\u6216\u975e\u7ed3\u6784\u5316\u5e03\u5c40\u3001\u8bed\u4e49\u4e30\u5bcc\u6216\u4e0a\u4e0b\u6587\u9a71\u52a8\u7684\u5185\u5bb9\u3002<\/td><\/tr><tr><td>\u90e8\u7f72\u6210\u672c<\/td><td>\u4f4e\u2014\u2014\u6210\u719f\u7684\u4f20\u7edfOCR\u7cfb\u7edf\u6613\u4e8e\u5b9e\u73b0\u3002<\/td><td>\u9ad8\u2014\u2014\u9700\u8981\u9ad8\u7ea7\u8bad\u7ec3\u3001\u8ba1\u7b97\u80fd\u529b\u548c\u6a21\u578b\u7ef4\u62a4\u3002<\/td><\/tr><tr><td>\u5bb9\u9519\u6027\u548c\u9002\u5e94\u6027<\/td><td>\u5bf9\u5e03\u5c40\u6216\u683c\u5f0f\u53d8\u5316\u654f\u611f\uff1b\u8f93\u5165\u590d\u6742\u65f6\u51c6\u786e\u5ea6\u4f1a\u4e0b\u964d\u3002<\/td><td>\u5bf9\u8f93\u5165\u53d8\u5316\u5177\u6709\u66f4\u5f3a\u7684\u9c81\u68d2\u6027\uff0c\u5c3d\u7ba1\u4ecd\u7136\u53d7\u5230\u6781\u4f4e\u8d28\u91cf\u56fe\u50cf\u7684\u6311\u6218\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u867d\u7136 OCR \u4e13\u6ce8\u4e8e <em>\u770b\u5f97\u6e05\u695a<\/em>\uff0c\u6cd5\u5b66\u7855\u58eb\u4e13\u6ce8\u4e8e <em>\u6df1\u523b\u7406\u89e3<\/em>\u5728\u5927\u591a\u6570\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u6587\u6863\u7cfb\u7edf\u4e2d\uff0c\u5b83\u4eec\u4e0d\u4f1a\u4e92\u76f8\u53d6\u4ee3\u2014\u2014\u5b83\u4eec <strong>\u4e00\u8d77\u5de5\u4f5c<\/strong>\u3002OCR \u63d0\u53d6\u6587\u672c\uff1bLLM \u89e3\u91ca\u3001\u7ea0\u6b63\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u3001\u6709\u610f\u4e49\u7684\u89c1\u89e3\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u534f\u540c\u4f5c\u7528\u7684\u6838\u5fc3\u662f <strong>iWeaver \u56fe\u50cf\u8f6c\u6587\u672c<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u9009\u62e9<a href=\"https:\/\/www.iweaver.ai\/zh\/agents\/ai-image-summarizer\/\"> iWeaver \u56fe\u50cf\u8f6c\u6587\u672c<\/a>?<\/h2>\n\n\n\n<p>\u4e0e\u6b62\u6b65\u4e8e\u6587\u672c\u63d0\u53d6\u7684\u4f20\u7edf OCR \u5de5\u5177\u4e0d\u540c\uff0c <strong>iWeaver \u56fe\u50cf\u8f6c\u6587\u672c<\/strong> \u5f25\u8865\u4e86 <em>\u8ba4\u51fa<\/em> \u548c <em>\u7406\u89e3<\/em>\u3002\u5b83\u4e0d\u4ec5\u80fd\u51c6\u786e\u8bc6\u522b\u6587\u672c\uff0c\u8fd8\u80fd\u89e3\u91ca\u56fe\u8868\u3001\u5e7b\u706f\u7247\u548c\u89c6\u89c9\u6587\u6863\uff0c\u751f\u6210\u7ed3\u6784\u5316\u7684\u6458\u8981\u548c\u8bed\u4e49\u5927\u7eb2\u3002<\/p>\n\n\n\n<p>\u5373\u4f7f\u9762\u5bf9\u89c6\u9891\u3001\u6587\u6863\u7b49\u590d\u6742\u9700\u6c42\uff0ciWeaver \u4e5f\u80fd\u901a\u8fc7 OCR+LLM \u6280\u672f\u7684\u7ec4\u5408\uff0c\u5feb\u901f\u751f\u6210\u53ef\u7f16\u8f91\u7684\u6587\u672c\u3002\u4f8b\u5982\uff0c <strong><a href=\"https:\/\/www.iweaver.ai\/zh\/agents\/pdf-to-mind-map\/\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">PDF \u8f6c\u601d\u7ef4\u5bfc\u56fe<\/mark><\/a><\/strong> \u652f\u6301\u5bf9\u751f\u6210\u5185\u5bb9\u548c\u4e3b\u9898\u989c\u8272\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u4fee\u6539\uff0c\u8fd9\u4e0e\u4ee5\u4e0b\u5de5\u5177\u4e0d\u540c\uff1a <strong>\u6ce8\u91caGPT<\/strong> \u6216\u8005 <strong>SmallPDF<\/strong>.<\/p>\n\n\n\n<p>iWeaver \u7684\u6838\u5fc3\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53cc\u5f15\u64ce\u96c6\u6210\uff1a<\/strong> \u5c06\u7cbe\u786e\u7684 OCR \u8bc6\u522b\u4e0e LLM \u8bed\u4e49\u63a8\u7406\u76f8\u7ed3\u5408\uff0c\u4ee5\u5b9e\u73b0\u66f4\u6df1\u5165\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u3002<\/li>\n\n\n\n<li><strong>\u5373\u65f6\u7ed3\u679c\uff1a<\/strong> \u65e0\u9700\u8bbe\u7f6e - \u53ea\u9700\u4e0a\u4f20\u6587\u4ef6\u5373\u53ef\u81ea\u52a8\u751f\u6210\u53ef\u7f16\u8f91\u6587\u672c\u548c\u7ed3\u6784\u5316\u6458\u8981\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u4e14\u7075\u6d3b\uff1a<\/strong> 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