{"id":14742,"date":"2024-12-03T19:56:53","date_gmt":"2024-12-03T11:56:53","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14742"},"modified":"2025-08-25T01:03:20","modified_gmt":"2025-08-24T17:03:20","slug":"vitlp","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/vitlp\/","title":{"rendered":"ViTLP\uff1a\u6392\u7248\u590d\u6742PDF\u6587\u6863\u63d0\u53d6\u7ed3\u6784\u5316\u6570\u636e\uff0c\u89c6\u89c9\u5f15\u5bfc\u751f\u6210\u6587\u672c\u5e03\u5c40\u9884\u8bad\u7ec3\u6a21\u578b"},"content":{"rendered":"<p>ViTLP\uff08Visually Guided Generative Text-Layout Pre-training for Document Intelligence\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u901a\u8fc7\u89c6\u89c9\u5f15\u5bfc\u7684\u751f\u6210\u6587\u672c\u5e03\u5c40\u9884\u8bad\u7ec3\u6a21\u578b\u63d0\u5347\u6587\u6863\u667a\u80fd\u5904\u7406\u80fd\u529b\u3002\u8be5\u9879\u76ee\u7531Veason-silverbullet\u56e2\u961f\u5f00\u53d1\uff0c\u5e76\u5728NAACL 2024\u4f1a\u8bae\u4e0a\u53d1\u8868\u3002ViTLP\u6a21\u578b\u80fd\u591f\u672c\u5730\u5316\u548c\u8bc6\u522bOCR\u6587\u672c\uff0c\u63d0\u4f9b\u9884\u8bad\u7ec3\u7684ViTLP-medium\uff08380M\uff09\u68c0\u67e5\u70b9\uff0c\u7528\u6237\u53ef\u4ee5\u5728Huggingface\u4e0a\u8bbf\u95ee\u3002\u8be5\u9879\u76ee\u7684\u4ee3\u7801\u548c\u6a21\u578b\u6743\u91cd\u53ef\u4ee5\u5728GitHub\u4e0a\u83b7\u53d6\uff0c\u652f\u6301\u6587\u6863\u56fe\u50cf\u7684OCR\u5904\u7406\u548c\u6587\u672c\u5e03\u5c40\u751f\u6210\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14743\" title=\"ViTLP\uff1aOCR\u8bc6\u522bPDF\u6587\u6863\u63d0\u53d6\u7ed3\u6784\u5316\u6570\u636e\uff0cViTLP\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u89c6\u89c9\u5f15\u5bfc\u751f\u6210\u6587\u672c\u5e03\u5c40\u9884\u8bad\u7ec3\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d.jpg\" alt=\"ViTLP\uff1aOCR\u8bc6\u522bPDF\u6587\u6863\u63d0\u53d6\u7ed3\u6784\u5316\u6570\u636e\uff0cViTLP\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u89c6\u89c9\u5f15\u5bfc\u751f\u6210\u6587\u672c\u5e03\u5c40\u9884\u8bad\u7ec3\u6a21\u578b-1\" width=\"1858\" height=\"1195\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d.jpg 1858w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d-300x193.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d-1024x659.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d-768x494.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d-1536x988.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/9755ae62a20638d-18x12.jpg 18w\" sizes=\"auto, (max-width: 1858px) 100vw, 1858px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>OCR\u6587\u672c\u672c\u5730\u5316\u548c\u8bc6\u522b<\/strong>\uff1aViTLP\u6a21\u578b\u80fd\u591f\u9ad8\u6548\u5730\u8fdb\u884cOCR\u6587\u672c\u7684\u672c\u5730\u5316\u548c\u8bc6\u522b\u3002<\/li>\n<li><strong>\u9884\u8bad\u7ec3\u6a21\u578b<\/strong>\uff1a\u63d0\u4f9bViTLP-medium\uff08380M\uff09\u9884\u8bad\u7ec3\u68c0\u67e5\u70b9\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u6216\u8fdb\u884c\u5fae\u8c03\u3002<\/li>\n<li><strong>\u6587\u6863\u56fe\u50cf\u5904\u7406<\/strong>\uff1a\u652f\u6301\u4e0a\u4f20\u6587\u6863\u56fe\u50cf\u5e76\u8fdb\u884cOCR\u5904\u7406\u3002<\/li>\n<li><strong>\u6a21\u578b\u5fae\u8c03<\/strong>\uff1a\u63d0\u4f9b\u5fae\u8c03\u5de5\u5177\uff0c\u652f\u6301\u5728OCR\u6570\u636e\u96c6\u548cVQA\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u540e\u7eed\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u6587\u6863\u5408\u6210\u5de5\u5177<\/strong>\uff1a\u63d0\u4f9b\u5e26\u6709\u5b9a\u4f4d\u6846\u5143\u6570\u636e\u7684\u6587\u6863\u5408\u6210\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u514b\u9686ViTLP\u9879\u76ee\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/Veason-silverbullet\/ViTLP\r\ncd ViTLP\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u68c0\u67e5\u70b9\uff1a<\/li>\n<\/ol>\n<pre><code>   mkdir -p ckpts\/ViTLP-medium\r\ngit clone https:\/\/huggingface.co\/veason\/ViTLP-medium ckpts\/ViTLP-medium\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>OCR\u6587\u672c\u8bc6\u522b<\/strong>\uff1a\n<ul>\n<li>\u8fd0\u884cOCR\u811a\u672c\uff1a<\/li>\n<\/ul>\n<pre><code> python ocr.py\r\n<\/code><\/pre>\n<ul>\n<li>\u4e0a\u4f20\u6587\u6863\u56fe\u50cf\uff0c\u6a21\u578b\u5c06\u81ea\u52a8\u8fdb\u884cOCR\u5904\u7406\u5e76\u8f93\u51fa\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6a21\u578b\u5fae\u8c03<\/strong>\uff1a\n<ul>\n<li>\u53c2\u8003<code>.\/finetuning<\/code>\u76ee\u5f55\u4e0b\u7684\u8bf4\u660e\u6587\u4ef6\uff0c\u8fdb\u884cOCR\u6570\u636e\u96c6\u548cVQA\u6570\u636e\u96c6\u4e0a\u7684\u540e\u7eed\u8bad\u7ec3\u3002<\/li>\n<li>\u4f7f\u7528\u6587\u6863\u5408\u6210\u5de5\u5177\u751f\u6210\u5e26\u6709\u5b9a\u4f4d\u6846\u5143\u6570\u636e\u7684\u5408\u6210\u6587\u6863\uff0c\u63d0\u5347\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6279\u91cf\u89e3\u7801<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u6279\u91cf\u89e3\u7801\u811a\u672c\uff1a <code>bash<br \/>\nbash decode.sh<br \/>\n<\/code><\/li>\n<li>\u8be5\u811a\u672c\u5c06\u6279\u91cf\u5904\u7406\u6587\u6863\u56fe\u50cf\u5e76\u8f93\u51faOCR\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>OCR\u6587\u672c\u672c\u5730\u5316\u548c\u8bc6\u522b<\/strong>\uff1a\u4e0a\u4f20\u6587\u6863\u56fe\u50cf\u540e\uff0c\u6a21\u578b\u5c06\u81ea\u52a8\u68c0\u6d4b\u5e76\u8bc6\u522b\u6587\u672c\u533a\u57df\uff0c\u8f93\u51fa\u6587\u672c\u5185\u5bb9\u548c\u4f4d\u7f6e\u4fe1\u606f\u3002<\/li>\n<li><strong>\u6a21\u578b\u5fae\u8c03<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u6570\u636e\u96c6\u9700\u6c42\uff0c\u4f7f\u7528\u63d0\u4f9b\u7684\u5fae\u8c03\u5de5\u5177\u5bf9\u6a21\u578b\u8fdb\u884c\u8fdb\u4e00\u6b65\u8bad\u7ec3\uff0c\u63d0\u5347\u7279\u5b9a\u573a\u666f\u4e0b\u7684\u8bc6\u522b\u6548\u679c\u3002<\/li>\n<li><strong>\u6587\u6863\u5408\u6210\u5de5\u5177<\/strong>\uff1a\u901a\u8fc7\u5408\u6210\u5de5\u5177\u751f\u6210\u5e26\u6709\u5b9a\u4f4d\u6846\u5143\u6570\u636e\u7684\u6587\u6863\uff0c\u5e2e\u52a9\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u66f4\u597d\u5730\u7406\u89e3\u6587\u672c\u5e03\u5c40\u548c\u7ed3\u6784\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ViTLP\uff08Visually Guided Generative Text-Layout Pre-training for Document Intelligence\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u901a\u8fc7\u89c6\u89c9\u5f15\u5bfc\u7684\u751f\u6210\u6587\u672c\u5e03\u5c40\u9884\u8bad\u7ec3\u6a21\u578b\u63d0\u5347\u6587\u6863\u667a\u80fd\u5904\u7406&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,499],"tags":[248,252],"class_list":["post-14742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-document-extraction","tag-ocr","tag-markdown"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14742","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=14742"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14742\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}