{"id":33009,"date":"2025-07-22T04:51:31","date_gmt":"2025-07-21T20:51:31","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=33009"},"modified":"2025-07-22T04:53:49","modified_gmt":"2025-07-21T20:53:49","slug":"ocrflux","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/ocrflux\/","title":{"rendered":"OCRFlux\uff1a\u5c06PDF\u548c\u56fe\u50cf\u8f6c\u6362\u4e3aMarkdown\u7684\u8f7b\u91cf\u5de5\u5177"},"content":{"rendered":"<p>OCRFlux \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8f7b\u91cf\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u5c06 PDF \u6587\u4ef6\u548c\u56fe\u50cf\u8f6c\u6362\u4e3a\u6e05\u6670\u7684 Markdown \u683c\u5f0f\u3002\u5b83\u7531 ChatDOC \u56e2\u961f\u5f00\u53d1\uff0c\u57fa\u4e8e 3B \u53c2\u6570\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u6784\u5efa\uff0c\u80fd\u5728\u666e\u901a\u786c\u4ef6\u5982 GTX 3090 \u4e0a\u8fd0\u884c\u3002\u5de5\u5177\u64c5\u957f\u5904\u7406\u590d\u6742\u6587\u6863\u5e03\u5c40\uff0c\u7cbe\u51c6\u89e3\u6790\u591a\u5217\u683c\u5f0f\u3001\u590d\u6742\u8868\u683c\uff0c\u5e76\u652f\u6301\u8de8\u9875\u5185\u5bb9\u7684\u81ea\u52a8\u5408\u5e76\u3002\u76f8\u6bd4\u5176\u4ed6\u5f00\u6e90 OCR \u6a21\u578b\uff0cOCRFlux \u5728\u51c6\u786e\u7387\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u7279\u522b\u662f\u5728\u8868\u683c\u548c\u6bb5\u843d\u5904\u7406\u65b9\u9762\u3002\u5b83\u63d0\u4f9b\u7b80\u5355\u6613\u7528\u7684\u547d\u4ee4\u884c\u64cd\u4f5c\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3001\u7814\u7a76\u4eba\u5458\u548c\u9700\u8981\u5c06\u6587\u6863\u8f6c\u4e3a Markdown \u683c\u5f0f\u7684\u7528\u6237\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u5f00\u6e90\uff0c\u62e5\u6709 Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u793e\u533a\u6d3b\u8dc3\uff0c\u83b7\u5f97 1.7k \u661f\u6807\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/9546b7c0adc235b.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5c06 PDF \u548c\u56fe\u50cf\u8f6c\u6362\u4e3a Markdown \u683c\u5f0f\uff0c\u4fdd\u7559\u81ea\u7136\u9605\u8bfb\u987a\u5e8f\u3002<\/li>\n<li>\u652f\u6301\u590d\u6742\u5e03\u5c40\u5904\u7406\uff0c\u5305\u62ec\u591a\u5217\u6587\u6863\u3001\u63d2\u56fe\u548c\u5d4c\u5165\u5185\u5bb9\u3002<\/li>\n<li>\u81ea\u52a8\u89e3\u6790\u590d\u6742\u8868\u683c\uff0c\u652f\u6301 rowspan \u548c colspan \u7684 HTML \u8868\u683c\u8f93\u51fa\u3002<\/li>\n<li>\u8de8\u9875\u5185\u5bb9\u5408\u5e76\uff0c\u81ea\u52a8\u68c0\u6d4b\u5e76\u6574\u5408\u8de8\u9875\u7684\u8868\u683c\u548c\u6bb5\u843d\u3002<\/li>\n<li>\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u6587\u672c\u8bc6\u522b\uff0cEdit Distance Similarity (EDS) \u8fbe 0.967\u3002<\/li>\n<li>\u57fa\u4e8e 3B \u53c2\u6570\u591a\u6a21\u6001\u6a21\u578b\uff0c\u517c\u5bb9\u666e\u901a GPU \u8fd0\u884c\u3002<\/li>\n<li>\u5f00\u6e90\u514d\u8d39\uff0c\u4ee3\u7801\u548c\u6587\u6863\u5728 GitHub \u4e0a\u516c\u5f00\uff0c\u652f\u6301\u793e\u533a\u8d21\u732e\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>OCRFlux \u662f\u4e00\u4e2a\u57fa\u4e8e Docker \u7684\u5de5\u5177\uff0c\u5b89\u88c5\u548c\u8fd0\u884c\u9700\u8981 Docker \u73af\u5883\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u5b89\u88c5 Docker<\/strong><br \/>\n\u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u5df2\u5b89\u88c5 Docker\u3002\u5982\u679c\u6ca1\u6709\uff0c\u8bf7\u8bbf\u95ee\u00a0Docker \u5b98\u7f51\u00a0\u4e0b\u8f7d\u5e76\u5b89\u88c5\u9002\u5408\u4f60\u64cd\u4f5c\u7cfb\u7edf\u7684\u7248\u672c\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\uff1a<\/p>\n<pre><code>docker --version\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<pre><code>\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u62c9\u53d6 OCRFlux \u955c\u50cf<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4ece Docker Hub \u62c9\u53d6\u6700\u65b0 OCRFlux \u955c\u50cf\uff1a<\/p>\n<pre><code>docker pull chatdoc\/ocrflux:latest\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u51c6\u5907\u6587\u4ef6\u8def\u5f84<\/strong><br \/>\n\u521b\u5efa\u672c\u5730\u5de5\u4f5c\u76ee\u5f55\uff08\u4f8b\u5982\u00a0<code>\/path\/to\/localworkspace<\/code>\uff09\u7528\u4e8e\u5b58\u50a8\u8f93\u5165\u548c\u8f93\u51fa\u6587\u4ef6\u3002\u786e\u4fdd\u4f60\u6709\u4ee5\u4e0b\u76ee\u5f55\uff1a<\/p>\n<ul>\n<li>\u8f93\u5165 PDF \u6587\u4ef6\u76ee\u5f55\uff08\u4f8b\u5982\u00a0<code>\/path\/to\/test_pdf_dir<\/code>\uff09\u3002<\/li>\n<li>OCRFlux \u6a21\u578b\u6587\u4ef6\u76ee\u5f55\uff08\u4f8b\u5982\u00a0<code>\/path\/to\/OCRFlux-3B<\/code>\uff09\u3002\u6a21\u578b\u6587\u4ef6\u9700\u4ece\u5b98\u65b9 GitHub \u4ed3\u5e93\u6216 ChatDOC \u63d0\u4f9b\u7684\u94fe\u63a5\u4e0b\u8f7d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c OCRFlux<\/strong><br \/>\n\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8 OCRFlux \u5bb9\u5668\uff0c\u6302\u8f7d\u672c\u5730\u76ee\u5f55\u5e76\u6307\u5b9a\u8f93\u5165 PDF \u548c\u6a21\u578b\u8def\u5f84\uff1a<\/p>\n<pre><code>docker run -it --gpus all \\\r\n-v \/path\/to\/localworkspace:\/localworkspace \\\r\n-v \/path\/to\/test_pdf_dir:\/test_pdf_dir \\\r\n-v \/path\/to\/OCRFlux-3B:\/OCRFlux-3B \\\r\nchatdoc\/ocrflux:latest \/localworkspace --data \/test_pdf_dir\/* --model \/OCRFlux-3B\/\r\n<\/code><\/pre>\n<ul>\n<li><code>--gpus all<\/code>\uff1a\u542f\u7528 GPU \u52a0\u901f\uff08\u5982\u679c\u65e0 GPU\uff0c\u53ef\u5220\u9664\u6b64\u53c2\u6570\uff09\u3002<\/li>\n<li><code>-v<\/code>\uff1a\u6302\u8f7d\u672c\u5730\u76ee\u5f55\u5230\u5bb9\u5668\u5185\u3002<\/li>\n<li><code>--data<\/code>\uff1a\u6307\u5b9a\u8f93\u5165 PDF \u6587\u4ef6\u8def\u5f84\u3002<\/li>\n<li><code>--model<\/code>\uff1a\u6307\u5b9a\u6a21\u578b\u6587\u4ef6\u8def\u5f84\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u751f\u6210 Markdown \u6587\u4ef6<\/strong><br \/>\n\u8fd0\u884c\u5b8c\u6210\u540e\uff0cMarkdown \u8f93\u51fa\u6587\u4ef6\u4f1a\u4fdd\u5b58\u5728\u00a0<code>.\/localworkspace\/markdowns\/DOCUMENT_NAME<\/code>\u00a0\u76ee\u5f55\u4e0b\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5c06 JSONL \u683c\u5f0f\u8f6c\u6362\u4e3a Markdown\uff1a<\/p>\n<pre><code>python -m ocrflux.jsonl_to_markdown .\/localworkspace\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<p>OCRFlux \u7684\u6838\u5fc3\u529f\u80fd\u662f\u5c06 PDF \u6216\u56fe\u50cf\u8f6c\u6362\u4e3a Markdown\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u8f93\u5165\u6587\u4ef6<\/strong><br \/>\n\u5c06\u9700\u8981\u8f6c\u6362\u7684 PDF \u6587\u4ef6\u6216\u56fe\u50cf\u653e\u5165\u00a0<code>\/path\/to\/test_pdf_dir<\/code>\u00a0\u76ee\u5f55\u3002\u652f\u6301\u5e38\u89c1 PDF \u683c\u5f0f\u548c\u56fe\u50cf\u683c\u5f0f\uff08\u5982 PNG\u3001JPG\uff09\u3002<\/li>\n<li><strong>\u8fd0\u884c\u8f6c\u6362\u4efb\u52a1<\/strong><br \/>\n\u4f7f\u7528\u4e0a\u8ff0 Docker \u547d\u4ee4\u542f\u52a8\u8f6c\u6362\u3002OCRFlux \u4f1a\u81ea\u52a8\u5206\u6790\u6587\u6863\u5e03\u5c40\uff0c\u8bc6\u522b\u6587\u672c\u3001\u8868\u683c\u548c\u8de8\u9875\u5185\u5bb9\u3002\u8f6c\u6362\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\uff0c\u5177\u4f53\u65f6\u95f4\u53d6\u51b3\u4e8e\u6587\u4ef6\u5927\u5c0f\u548c\u786c\u4ef6\u6027\u80fd\u3002<\/li>\n<li><strong>\u68c0\u67e5\u8f93\u51fa\u7ed3\u679c<\/strong><br \/>\n\u8f6c\u6362\u5b8c\u6210\u540e\uff0c\u6253\u5f00\u00a0<code>.\/localworkspace\/markdowns\/DOCUMENT_NAME<\/code>\u00a0\u76ee\u5f55\u67e5\u770b\u751f\u6210\u7684 Markdown \u6587\u4ef6\u3002\u6587\u4ef6\u4f1a\u4fdd\u7559\u6587\u6863\u7684\u81ea\u7136\u9605\u8bfb\u987a\u5e8f\uff0c\u8868\u683c\u4ee5 Markdown \u6216 HTML \u683c\u5f0f\u5448\u73b0\u3002<\/li>\n<li><strong>\u5904\u7406\u590d\u6742\u8868\u683c<\/strong><br \/>\nOCRFlux \u80fd\u5904\u7406\u5305\u542b rowspan \u548c colspan \u7684\u590d\u6742\u8868\u683c\u3002\u751f\u6210\u7684 Markdown \u6587\u4ef6\u4f1a\u5c06\u8868\u683c\u7ed3\u6784\u5316\u4e3a\u6e05\u6670\u7684\u683c\u5f0f\uff0c\u9002\u5408\u76f4\u63a5\u7f16\u8f91\u6216\u5bfc\u5165\u5176\u4ed6\u5de5\u5177\u3002<\/li>\n<li><strong>\u8de8\u9875\u5185\u5bb9\u5408\u5e76<\/strong><br \/>\n\u5bf9\u4e8e\u8de8\u9875\u7684\u8868\u683c\u6216\u6bb5\u843d\uff0cOCRFlux \u4f1a\u81ea\u52a8\u68c0\u6d4b\u5e76\u5408\u5e76\u5185\u5bb9\u3002\u4f8b\u5982\uff0c\u8de8\u4e24\u9875\u7684\u8868\u683c\u4f1a\u88ab\u6574\u5408\u4e3a\u4e00\u4e2a\u5b8c\u6574\u8868\u683c\uff0c\u6bb5\u843d\u4e5f\u4f1a\u6309\u903b\u8f91\u987a\u5e8f\u62fc\u63a5\u3002<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u590d\u6742\u5e03\u5c40\u5904\u7406<\/strong>\uff1aOCRFlux \u652f\u6301\u591a\u5217\u6587\u6863\u548c\u5d4c\u5165\u63d2\u56fe\u7684\u89e3\u6790\u3002\u8fd0\u884c\u65f6\u65e0\u9700\u989d\u5916\u914d\u7f6e\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u8bc6\u522b\u6587\u6863\u7ed3\u6784\u3002<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6\u8bc6\u522b<\/strong>\uff1a\u5728 OCRFlux-bench-single \u6d4b\u8bd5\u4e2d\uff0c\u5de5\u5177\u7684 EDS \u5f97\u5206\u8fbe 0.967\uff0c\u4f18\u4e8e olmOCR-7B\uff080.872\uff09\u3001Nanonets-OCR-s\uff080.858\uff09\u548c MonkeyOCR\uff080.780\uff09\u3002<\/li>\n<li><strong>\u8de8\u9875\u5408\u5e76<\/strong>\uff1a\u8fd9\u662f OCRFlux \u7684\u72ec\u7279\u529f\u80fd\u3002\u5de5\u5177\u4f1a\u5206\u6790\u8fde\u7eed\u9875\u9762\uff0c\u68c0\u6d4b\u9700\u8981\u5408\u5e76\u7684\u8868\u683c\u6216\u6bb5\u843d\uff0c\u5e76\u8f93\u51fa\u5b8c\u6574\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u8f93\u5165 PDF \u6587\u4ef6\u6e05\u6670\uff0c\u626b\u63cf\u4ef6\u5206\u8fa8\u7387\u5efa\u8bae\u9ad8\u4e8e 300 DPI\u3002<\/li>\n<li>\u5982\u679c GPU \u4e0d\u53ef\u7528\uff0c\u8f6c\u6362\u901f\u5ea6\u53ef\u80fd\u8f83\u6162\uff0c\u5efa\u8bae\u4f7f\u7528\u9ad8\u6027\u80fd CPU\u3002<\/li>\n<li>\u68c0\u67e5\u6a21\u578b\u6587\u4ef6\u5b8c\u6574\u6027\uff0c\u7f3a\u5931\u6587\u4ef6\u53ef\u80fd\u5bfc\u81f4\u8f6c\u6362\u5931\u8d25\u3002<\/li>\n<li>\u5b9a\u671f\u8bbf\u95ee\u00a0GitHub \u4ed3\u5e93\u00a0\u83b7\u53d6\u6700\u65b0\u7248\u672c\u548c\u66f4\u65b0\u8bf4\u660e\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5c06\u5b66\u672f\u8bba\u6587 PDF \u8f6c\u6362\u4e3a Markdown\uff0c\u65b9\u4fbf\u7f16\u8f91\u548c\u5206\u4eab\u3002OCRFlux \u80fd\u5904\u7406\u591a\u5217\u5e03\u5c40\u548c\u590d\u6742\u8868\u683c\uff0c\u786e\u4fdd\u516c\u5f0f\u548c\u53c2\u8003\u6587\u732e\u683c\u5f0f\u6e05\u6670\u3002<\/li>\n<li><strong>\u6280\u672f\u6587\u6863\u6574\u7406<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u5c06\u6280\u672f\u624b\u518c\u6216 API \u6587\u6863\u4ece PDF \u8f6c\u4e3a Markdown\uff0c\u5bfc\u5165\u77e5\u8bc6\u5e93\u6216\u535a\u5ba2\u3002\u8de8\u9875\u5408\u5e76\u529f\u80fd\u907f\u514d\u5185\u5bb9\u788e\u7247\u5316\u3002<\/li>\n<li><strong>\u53d1\u7968\u548c\u8868\u5355\u5904\u7406<\/strong><br \/>\n\u8d22\u52a1\u4eba\u5458\u53ef\u5c06\u53d1\u7968\u6216\u8868\u5355 PDF \u8f6c\u4e3a Markdown\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\u5982\u8d2d\u4e70\u65b9\u3001\u5355\u4ef7\u548c\u4ef7\u7a0e\u5408\u8ba1\uff0c\u65b9\u4fbf\u6570\u636e\u5206\u6790\u3002<\/li>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u8005<\/strong><br \/>\n\u521b\u4f5c\u8005\u53ef\u5c06\u626b\u63cf\u7684\u4e66\u7c4d\u6216\u7b14\u8bb0\u8f6c\u4e3a Markdown Jellybean \u683c\u5f0f\uff0c\u6574\u7406\u6210\u53ef\u53d1\u5e03\u7684 Markdown \u6587\u4ef6\uff0c\u9002\u5408\u76f4\u63a5\u7528\u4e8e\u7f51\u7ad9\u6216\u6587\u6863\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>OCRFlux 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