{"id":10245,"date":"2026-07-17T00:10:23","date_gmt":"2026-07-16T16:10:23","guid":{"rendered":"https:\/\/infernews.com\/blog\/monkeyocrv2-vision\/"},"modified":"2026-07-17T00:14:17","modified_gmt":"2026-07-16T16:14:17","slug":"monkeyocrv2-vision","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/monkeyocrv2-vision\/","title":{"rendered":"MonkeyOCRv2 \u6587\u4ef6\u901a\u7528 OCR \u5e95\u5ea7"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/overview-1.jpg\" alt=\"overview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u4ef6 AI \u6700\u9ebb\u7169\u7684\u5730\u65b9\uff0c\u5728\u65bc\u6587\u5b57\u8fa8\u8b58\u3001\u7248\u9762\u89e3\u6790\u3001\u6587\u4ef6\u7406\u89e3\u3001\u516c\u5f0f\u8fa8\u8b58\uff0c\u751a\u81f3\u7ac4\u6539\u6aa2\u6e2c\uff0c\u5f88\u591a\u6642\u90fd\u8981\u62c6\u6210\u5e7e\u500b\u6a21\u578b\u4e32\u8d77\u4f86\u3002MonkeyOCRv2 \u628a\u81ea\u5df1\u653e\u5728<strong>\u8996\u89ba\u6587\u5b57\u57fa\u790e\u6a21\u578b<\/strong>\u7684\u4f4d\u7f6e\uff0c\u6838\u5fc3\u4e0d\u662f\u53ea\u8ffd\u55ae\u4e00 OCR \u6307\u6a19\uff0c\u800c\u662f\u60f3\u7528\u540c\u4e00\u500b encoder \u540c\u6642\u8986\u84cb\u591a\u8a9e\u8a00\u6587\u4ef6 parsing\u3001understanding\u3001text recognition\u3001formula recognition \u4ee5\u81f3 scene text detection\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u63a1\u53d6\u7684\u8def\u7dda\u5f88\u660e\u78ba\uff1a\u4e0d\u50cf\u90e8\u5206\u505a\u6cd5\u6703\u6309\u4efb\u52d9\u5404\u81ea\u8a13\u7df4\u5c0f\u6a21\u578b\uff0cMonkeyOCRv2 \u5f37\u8abf fine-grained text modeling\u3001cross-task representation learning \u540c cross-lingual generalization\uff0c\u7b49\u65bc\u5148\u628a\u300c\u6587\u5b57\u4f5c\u70ba\u8996\u89ba\u5167\u5bb9\u300d\u9019\u4ef6\u4e8b\u5b78\u5f97\u66f4\u6df1\uff0c\u518d\u628a\u80fd\u529b\u5206\u6d41\u5230\u4e0d\u540c\u6587\u4ef6\u4efb\u52d9\u3002\u9019\u7a2e\u53d6\u5411\u7684\u597d\u8655\uff0c\u662f\u540c\u4e00\u5957\u5e95\u5ea7\u8f03\u9069\u5408\u7814\u7a76\u5718\u968a\u6216\u7522\u54c1\u5718\u968a\u6574\u5408\u5de5\u4f5c\u6d41\uff1b\u4ee3\u50f9\u5247\u662f\u73fe\u6709\u8cc7\u8a0a\u4ecd\u4ee5\u6a21\u578b\u767c\u5e03\u70ba\u4e3b\uff0c\u5b8c\u6574\u6548\u80fd\u5c0d\u6bd4\u8207\u90e8\u7f72\u7d30\u7bc0\u9084\u8981\u7d50\u5408\u8ad6\u6587\u8207 checkpoint \u518d\u5224\u65b7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"640\" style=\"aspect-ratio: 1138 \/ 640;\" width=\"1138\" autoplay controls loop muted src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/Visualization.mp4\" playsinline><\/video><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u968e\u6bb5\u6700\u503c\u5f97\u7559\u610f\u7684\uff0c\u662f\u9805\u76ee\u5df2\u4e0d\u53ea\u653e\u51fa\u55ae\u4e00\u6a21\u578b\u540d\u7a31\uff0c\u800c\u662f\u5206\u6210\u5e7e\u689d\u8f03\u6e05\u6670\u7684\u80fd\u529b\u7dda\u3002 MonkeyOCRv2 vision encoder\uff0c\u4ee5\u53ca\u9762\u5411 multilingual document parsing \u7684 MonkeyOCRv2-Parsing\u3001\u9762\u5411 efficient document understanding \u7684 MonkeyOCRv2-Und\uff0c\u4e26\u63d0\u4f9b Hugging Face \u8207 ModelScope checkpoint\uff0c\u4ee3\u8868\u6e2c\u8a66\u65b9\u5f0f\u5927\u81f4\u6703\u570d\u7e5e\u4e0b\u8f09\u6b0a\u91cd\u5f8c\uff0c\u6309\u4efb\u52d9\u63a5\u5165 parsing\u3001recognition \u6216 understanding \u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u55ae\u7d14\u6253\u958b\u4e00\u500b\u804a\u5929\u4ecb\u9762\u5c31\u5b8c\u6210\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6db5\u84cb OCR\u3001\u6587\u4ef6\u7406\u89e3\u3001\u516c\u5f0f\u8fa8\u8b58\u3001\u7ac4\u6539\u6aa2\u6e2c\u3001\u91cd\u758a\u6587\u5b57\u5206\u5272\u7b49\u591a\u985e\u4efb\u52d9<\/li>\n\n\n\n<li>\u63d0\u4f9b MonkeyOCRv2-S\u3001MonkeyOCRv2-B\u3001MonkeyOCRv2-AS\uff0c\u4e0d\u540c backbone \u5c0d\u61c9\u4e0d\u540c\u5834\u666f<\/li>\n\n\n\n<li>S\u3001B \u7248\u672c\u504f\u5411 Recognition \/ Parsing \/ Understanding\uff0cAS \u7248\u672c\u504f\u5411 Detection \/ Segmentation<\/li>\n\n\n\n<li>\u5df2\u516c\u958b Demo\u3001Hugging Face \u96c6\u5408\u8207 MonkeyDocv2 \u6578\u64da\u96c6\u7dda\u7d22\uff0c\u65b9\u4fbf\u4ea4\u53c9\u9a57\u8b49<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u73fe\u6709\u516c\u958b\u8cc7\u8a0a\u770b\uff0c\u9019\u500b\u9805\u76ee\u8f03\u9069\u5408\u505a Document AI\u3001\u667a\u80fd\u5be9\u6838\u3001\u7968\u64da\u8207\u8868\u55ae\u8655\u7406\uff0c\u4e5f\u9069\u5408\u60f3\u6bd4\u8f03 dots.mocr\u3001PaddleOCR-VL\u3001Qwen3-VL \u9019\u985e\u8def\u7dda\u5dee\u7570\u7684\u4eba\u3002\u5b83\u672a\u5fc5\u662f\u6700\u8f15\u91cf\u7684\u9078\u64c7\uff0c\u4f46\u300c\u4e00\u500b\u7de8\u78bc\u5668\u6a6b\u8de8\u591a\u4efb\u52d9\u8207\u591a\u8a9e\u8a00\u300d\u9019\u500b\u65b9\u5411\uff0c\u5c0d\u9700\u8981\u9577\u671f\u7dad\u8b77\u6587\u4ef6\u5de5\u4f5c\u6d41\u7684\u9805\u76ee\u6709\u76f8\u7576\u5438\u5f15\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/Yuliang-Liu\/MonkeyOCRv2\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.11562\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6383\u63cf\u6587\u4ef6\u3001\u8868\u683c\u3001\u516c\u5f0f\u5230\u5834\u666f\u6587\u5b57\uff0c\u5f80\u5f80\u8981\u5206\u958b\u8655\u7406\u3002MonkeyOCRv2\u60f3\u505a\u7684\u662f\u7528\u540c\u4e00\u5957\u8996\u89ba\u7de8\u78bc\u5668\uff0c\u63a5\u4f4f\u591a\u8a9e\u8a00\u6587\u4ef6\u7406\u89e3\u8207 OCR \u5de5\u4f5c\u6d41\u3002<\/p>\n","protected":false},"author":8,"featured_media":10244,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,199,144,153,185,119,120,197,76],"tags":[],"class_list":["post-10245","post","type-post","status-publish","format-standard","hentry","category-133","category-dataset-","category-medical","category-openai","category-qwen","category-119","category-120","category-framework","category-76"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10245","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10245"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10245\/revisions"}],"predecessor-version":[{"id":10249,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10245\/revisions\/10249"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10244"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10245"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10245"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10245"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}