{"id":6073,"date":"2024-09-15T18:08:52","date_gmt":"2024-09-15T10:08:52","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6073"},"modified":"2024-09-17T01:34:24","modified_gmt":"2024-09-16T17:34:24","slug":"got-ocr20jiyu","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/got-ocr20jiyu\/","title":{"rendered":"GOT-OCR2.0\uff1a\u57fa\u4e8e QWen2 0.5B \u7aef\u5230\u7aef\u7684\u591a\u6a21\u6001OCR\u6a21\u578b"},"content":{"rendered":"<p>GOT-OCR2.0\u662f\u4e00\u4e2a\u9636\u8dc3\u661f\u8fb0\u8054\u5408\u63a8\u51fade \u5f00\u6e90\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u4e00\u4e2a\u7edf\u4e00\u7684\u7aef\u5230\u7aef\u6a21\u578b\u63a8\u52a8OCR\u6280\u672f\u5411OCR-2.0\u8fc8\u8fdb\u3002\u8be5\u6a21\u578b\u652f\u6301\u591a\u79cdOCR\u4efb\u52a1\uff0c\u5305\u62ec\u666e\u901a\u6587\u672c\u8bc6\u522b\u3001\u683c\u5f0f\u5316\u6587\u672c\u8bc6\u522b\u3001\u7ec6\u7c92\u5ea6OCR\u3001\u591a\u88c1\u526aOCR\u548c\u591a\u9875OCR\u3002GOT-OCR2.0\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u901a\u7528\u4e14\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u590d\u6742\u7684OCR\u5e94\u7528\u573a\u666f\u3002<\/p>\n<p>\u57fa\u4e8e QWen2 0.5 B \u6a21\u578b\u3002\u53f7\u79f0 OCR 2.0\uff0c580M \u53c2\u6570\u7684\u7aef\u5230\u7aef OCR \u6a21\u578b\uff0c\u62ff\u5230\u4e86 BLEU 0.972 \u5206\u6570\u3002\u5728\u7ebf\u4f53\u9a8c\u5730\u5740\uff1ahttps:\/\/huggingface.co\/spaces\/ucaslcl\/GOT_online<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6074\" title=\"GOT-OCR2.0\uff1a\u57fa\u4e8e QWen2 0.5B \u7aef\u5230\u7aef\u7684\u591a\u6a21\u6001OCR\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/72bcb9402e5d250.jpg\" alt=\"GOT-OCR2.0\uff1a\u57fa\u4e8e QWen2 0.5B \u7aef\u5230\u7aef\u7684\u591a\u6a21\u6001OCR\u6a21\u578b-1\" width=\"600\" height=\"831\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/72bcb9402e5d250.jpg 600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/72bcb9402e5d250-217x300.jpg 217w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6075\" title=\"GOT-OCR2.0\uff1a\u57fa\u4e8e QWen2 0.5B \u7aef\u5230\u7aef\u7684\u591a\u6a21\u6001OCR\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/faa63a147dce392.png\" alt=\"GOT-OCR2.0\uff1a\u57fa\u4e8e QWen2 0.5B \u7aef\u5230\u7aef\u7684\u591a\u6a21\u6001OCR\u6a21\u578b-1\" width=\"834\" height=\"442\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/faa63a147dce392.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/faa63a147dce392-300x159.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/faa63a147dce392-1024x543.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/faa63a147dce392-768x407.png 768w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u666e\u901a\u6587\u672c\u8bc6\u522b\uff1a\u8bc6\u522b\u56fe\u7247\u4e2d\u7684\u666e\u901a\u6587\u672c\u5185\u5bb9\u3002<\/li>\n<li>\u683c\u5f0f\u5316\u6587\u672c\u8bc6\u522b\uff1a\u8bc6\u522b\u5e76\u4fdd\u7559\u6587\u672c\u7684\u683c\u5f0f\u4fe1\u606f\uff0c\u5982\u8868\u683c\u3001\u6bb5\u843d\u7b49\u3002<\/li>\n<li>\u7ec6\u7c92\u5ea6OCR\uff1a\u8bc6\u522b\u56fe\u7247\u4e2d\u7684\u7ec6\u5c0f\u6587\u672c\u548c\u590d\u6742\u80cc\u666f\u4e0b\u7684\u6587\u672c\u3002<\/li>\n<li>\u591a\u88c1\u526aOCR\uff1a\u652f\u6301\u5bf9\u56fe\u7247\u8fdb\u884c\u591a\u6b21\u88c1\u526a\u5e76\u8bc6\u522b\u6bcf\u4e2a\u88c1\u526a\u533a\u57df\u7684\u6587\u672c\u3002<\/li>\n<li>\u591a\u9875OCR\uff1a\u652f\u6301\u5bf9\u591a\u9875\u6587\u6863\u8fdb\u884cOCR\u5904\u7406\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u514b\u9686\u9879\u76ee\u4ee3\u7801\uff1a\n<pre><code class=\"language-bash\">git <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/Ucas-HaoranWei\/GOT-OCR2.0.git\r\n<span class=\"hljs-built_in\">cd<\/span> GOT-OCR2.0\r\n<\/code><\/pre>\n<\/li>\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a\n<pre><code class=\"language-bash\">conda create -n got python=3.10 -y\r\nconda activate got\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u9879\u76ee\u4f9d\u8d56\uff1a\n<pre><code class=\"language-bash\">pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5Flash-Attention\uff1a\n<pre><code class=\"language-bash\">pip install ninja\r\npip install flash-attn --no-build-isolation\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u83b7\u53d6GOT\u6a21\u578b\u6743\u91cd<\/h3>\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/ucaslcl\/GOT-OCR2_0\">Huggingface<\/a><\/li>\n<li><a href=\"https:\/\/drive.google.com\/drive\/folders\/1OdDtsJ8bFJYlNUzCQG4hRkUL6V-qBQaN?usp=sharing\">Google Drive<\/a><\/li>\n<li><a href=\"https:\/\/pan.baidu.com\/s\/1G4aArpCOt6I_trHv_1SE2g\">\u767e\u5ea6\u4e91<\/a>\uff08\u63d0\u53d6\u7801\uff1aOCR2\uff09<\/li>\n<\/ul>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u51c6\u5907\u8f93\u5165\u6570\u636e\uff1a\u5c06\u9700\u8981\u8fdb\u884cOCR\u5904\u7406\u7684\u56fe\u7247\u6216\u6587\u6863\u653e\u7f6e\u5728\u6307\u5b9a\u7684\u8f93\u5165\u76ee\u5f55\u4e2d\u3002<\/li>\n<li>\u8fd0\u884cOCR\u6a21\u578b\uff1a\n<pre><code class=\"language-bash\">python3 GOT\/demo\/run_ocr_2.0.py --model-name \/GOT_weights\/ --image-file \/an\/image\/file.png --<span class=\"hljs-built_in\">type<\/span> ocr\r\n<\/code><\/pre>\n<\/li>\n<li>\u67e5\u770b\u8f93\u51fa\u7ed3\u679c\uff1aOCR\u5904\u7406\u540e\u7684\u6587\u672c\u5c06\u4fdd\u5b58\u5728\u6307\u5b9a\u7684\u8f93\u51fa\u76ee\u5f55\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406\u3002<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u8be6\u89e3<\/h3>\n<ul>\n<li><strong>\u666e\u901a\u6587\u672c\u8bc6\u522b<\/strong>\uff1a\u5c06\u56fe\u7247\u4e2d\u7684\u666e\u901a\u6587\u672c\u5185\u5bb9\u8bc6\u522b\u5e76\u8f93\u51fa\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6\uff0c\u9002\u7528\u4e8e\u7b80\u5355\u7684\u6587\u672c\u63d0\u53d6\u4efb\u52a1\u3002<\/li>\n<li><strong>\u683c\u5f0f\u5316\u6587\u672c\u8bc6\u522b<\/strong>\uff1a\u5728\u8bc6\u522b\u6587\u672c\u7684\u540c\u65f6\u4fdd\u7559\u5176\u683c\u5f0f\u4fe1\u606f\uff0c\u5982\u8868\u683c\u3001\u6bb5\u843d\u7b49\uff0c\u9002\u7528\u4e8e\u9700\u8981\u4fdd\u7559\u6587\u6863\u539f\u59cb\u683c\u5f0f\u7684\u573a\u666f\u3002<\/li>\n<li><strong>\u7ec6\u7c92\u5ea6OCR<\/strong>\uff1a\u9488\u5bf9\u590d\u6742\u80cc\u666f\u4e0b\u7684\u7ec6\u5c0f\u6587\u672c\u8fdb\u884c\u8bc6\u522b\uff0c\u9002\u7528\u4e8e\u9700\u8981\u9ad8\u7cbe\u5ea6\u6587\u672c\u63d0\u53d6\u7684\u573a\u666f\u3002<\/li>\n<li><strong>\u591a\u88c1\u526aOCR<\/strong>\uff1a\u5bf9\u56fe\u7247\u8fdb\u884c\u591a\u6b21\u88c1\u526a\u5e76\u8bc6\u522b\u6bcf\u4e2a\u88c1\u526a\u533a\u57df\u7684\u6587\u672c\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5bf9\u56fe\u7247\u8fdb\u884c\u591a\u533a\u57df\u8bc6\u522b\u7684\u573a\u666f\u3002<\/li>\n<li><strong>\u591a\u9875OCR<\/strong>\uff1a\u652f\u6301\u5bf9\u591a\u9875\u6587\u6863\u8fdb\u884cOCR\u5904\u7406\uff0c\u9002\u7528\u4e8e\u5904\u7406\u957f\u6587\u6863\u6216\u591a\u9875PDF\u6587\u4ef6\u7684\u573a\u666f\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5b89\u88c5\u548c\u4f7f\u7528GOT-OCR2.0\u6a21\u578b\u8fdb\u884c\u5404\u79cdOCR\u4efb\u52a1\u3002\u8be5\u6a21\u578b\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u6a21\u5757\uff0c\u80fd\u591f\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684OCR\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GOT-OCR2.0\u662f\u4e00\u4e2a\u9636\u8dc3\u661f\u8fb0\u8054\u5408\u63a8\u51fade \u5f00\u6e90\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u4e00\u4e2a\u7edf\u4e00\u7684\u7aef\u5230\u7aef\u6a21\u578b\u63a8\u52a8OCR\u6280\u672f\u5411OCR-2.0\u8fc8\u8fdb\u3002\u8be5\u6a21\u578b\u652f\u6301\u591a\u79cdOCR\u4efb\u52a1\uff0c\u5305\u62ec\u666e\u901a\u6587\u672c\u8bc6\u522b\u3001\u683c\u5f0f\u5316\u6587\u672c\u8bc6\u522b\u3001\u7ec6\u7c92\u5ea6OCR\u3001\u591a\u88c1\u526aOCR\u548c\u591a\u9875OC&#8230;<\/p>\n","protected":false},"author":1,"featured_media":60994,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,248],"class_list":["post-6073","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-ocr"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/6073","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=6073"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/6073\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/60994"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=6073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=6073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=6073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}