{"id":3253,"date":"2023-08-29T10:14:26","date_gmt":"2023-08-29T02:14:26","guid":{"rendered":""},"modified":"2023-08-29T10:14:26","modified_gmt":"2023-08-29T02:14:26","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/3253.html","title":{"rendered":"\u89c6\u89c9\u8bed\u8a00\u6a21\u578bBLIVA:\u8ba9AI\u66f4\u64c5\u957f\u9605\u8bfb\u56fe\u50cf\u4e2d\u7684\u6587\u672c \u61c2\u5f97\u770b\u8def\u724c\u548c\u98df\u54c1\u5305\u88c5"},"content":{"rendered":"<blockquote>\n<p><strong>\u6587\u7ae0\u6982\u8981:<\/strong><\/p>\n<p>1. <a href=\"http:\/\/www.idea2003.com\" target=\"_blank\" target=\"_blank\"><span>BLIVA<\/span><\/a>\u662f\u4e00\u79cd<a href=\"http:\/\/www.idea2003.com\" target=\"_blank\" target=\"_blank\"><span>\u89c6\u89c9\u8bed\u8a00\u6a21\u578b<\/span><\/a>\uff0c\u64c5\u957f\u8bfb\u53d6\u56fe\u50cf\u4e2d\u7684\u6587\u672c\u3002<\/p>\n<p>2. BLIVA\u7ed3\u5408\u4e86InstructBLIP\u7684\u5b66\u4e60\u67e5\u8be2\u5d4c\u5165\u548cLLaVA\u7684\u7f16\u7801\u4fee\u8865\u5d4c\u5165\u3002<\/p>\n<p>3. BLIVA\u5728\u591a\u4e2a\u6570\u636e\u96c6\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u53ef\u7528\u4e8e\u8bc6\u522b\u8def\u724c\u3001\u98df\u54c1\u5305\u88c5\u7b49\u573a\u666f\u3002<\/p>\n<\/blockquote>\n<p><strong>\u5fae\u65b0\u521b\u60f3\uff08idea2003.com\uff098\u670828\u65e5 \u6d88\u606f:<\/strong>BLIVA \u662f\u4e00\u79cd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u64c5\u957f\u8bfb\u53d6\u56fe\u50cf\u4e2d\u7684\u6587\u672c\uff0c\u4f7f\u5176\u5728\u8bb8\u591a\u884c\u4e1a\u7684\u73b0\u5b9e\u573a\u666f\u548c\u5e94\u7528\u4e2d\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n<p>\u52a0\u5dde\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86 BLIVA\uff0c\u8fd9\u662f\u4e00\u79cd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u66f4\u597d\u5730\u5904\u7406\u5305\u542b\u6587\u672c\u7684\u56fe\u50cf\u3002\u89c6\u89c9\u8bed\u8a00\u6a21\u578b \uff08VLM\uff09 \u901a\u8fc7\u5408\u5e76\u89c6\u89c9\u7406\u89e3\u529f\u80fd\u6765\u6269\u5c55\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM)\uff0c\u4ee5\u56de\u7b54\u6709\u5173\u56fe\u50cf\u7684\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u79cd\u591a\u6a21\u6001\u6a21\u578b\u5728\u5f00\u653e\u5f0f\u89c6\u89c9\u95ee\u7b54\u57fa\u51c6\u65b9\u9762\u53d6\u5f97\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u8fdb\u5c55\u3002\u4e00\u4e2a\u4f8b\u5b50\u662f OpenAI \u7684GPT-4\uff0c\u5b83\u7684\u591a\u6a21\u5f0f\u5f62\u5f0f\u53ef\u4ee5\u5728\u7528\u6237\u63d0\u793a\u65f6\u8ba8\u8bba\u56fe\u50cf\u5185\u5bb9\uff0c\u5c3d\u7ba1\u6b64\u529f\u80fd\u76ee\u524d\u4ec5\u5728\u201cBe my Eyes\u201d\u5e94\u7528\u7a0b\u5e8f\u4e2d\u53ef\u7528\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u524d\u7cfb\u7edf\u7684\u4e00\u4e2a\u4e3b\u8981\u9650\u5236\u662f\u5904\u7406\u5e26\u6709\u6587\u672c\u7684\u56fe\u50cf\u7684\u80fd\u529b\uff0c\u8fd9\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u5f88\u5e38\u89c1\u3002<\/p>\n<p><strong>BLIVA \u7ed3\u5408\u4e86 InstructBLIP \u548c LLaVA<\/strong><\/p>\n<p>\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u901a\u8fc7\u5408\u5e76\u89c6\u89c9\u7406\u89e3\u529f\u80fd\u6765\u6269\u5c55\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u4ee5\u56de\u7b54\u6709\u5173\u56fe\u50cf\u7684\u95ee\u9898\u3002<\/p>\n<p>BLIVA\u7ed3\u5408\u4e86\u4e24\u79cd\u4e92\u8865\u7684\u89c6\u89c9\u5d4c\u5165\u7c7b\u578b\u3002\u4e00\u79cd\u662fSalesforce InstructBLIP\u63d0\u53d6\u7684\u5b66\u4e60\u67e5\u8be2\u5d4c\u5165\uff0c\u7528\u4e8e\u5173\u6ce8\u4e0e\u6587\u672c\u8f93\u5165\u76f8\u5173\u7684\u56fe\u50cf\u533a\u57df;\u53e6\u4e00\u79cd\u662f\u53d7Microsoft LLaVA\u542f\u53d1\u63d0\u53d6\u7684\u7f16\u7801\u4fee\u8865\u5d4c\u5165\uff0c\u76f4\u63a5\u4ece\u5b8c\u6574\u56fe\u50cf\u7684\u539f\u59cb\u50cf\u7d20\u4fee\u8865\u4e2d\u83b7\u5f97\u3002<\/p>\n<p style=\"text-align:center\">\n<p>\u7814\u7a76\u4eba\u5458\u8868\u793a\uff0c\u8fd9\u79cd\u53cc\u91cd\u65b9\u6cd5\u5141\u8bb8BLIVA\u540c\u65f6\u5229\u7528\u9488\u5bf9\u6587\u672c\u5b9a\u5236\u7684\u7cbe\u70bc\u67e5\u8be2\u5d4c\u5165\uff0c\u4ee5\u53ca\u6355\u6349\u66f4\u591a\u89c6\u89c9\u7ec6\u8282\u7684\u66f4\u4e30\u5bcc\u7684\u7f16\u7801\u4fee\u8865\u3002<\/p>\n<p>BLIVA \u4f7f\u7528\u5927\u7ea6550\uff0c000\u4e2a\u56fe\u50cf\u6807\u9898\u5bf9\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3\uff0c\u5e76\u4f7f\u7528150\uff0c000\u4e2a\u89c6\u89c9\u95ee\u7b54\u793a\u4f8b\u8c03\u6574\u4e86\u6307\u4ee4\uff0c\u540c\u65f6\u4fdd\u6301\u89c6\u89c9\u7f16\u7801\u5668\u548c\u8bed\u8a00\u6a21\u578b\u51bb\u7ed3\u3002<\/p>\n<p>\u5728\u591a\u4e2a\u6570\u636e\u96c6\u4e0a\uff0cBLIVA\u7684\u8868\u73b0\u660e\u663e\u4f18\u4e8eInstructBLIP\u7b49\u5176\u4ed6\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u5728OCR-VQA\u6570\u636e\u96c6\u4e0a\uff0cBLIVA\u7684\u51c6\u786e\u7387\u8fbe\u523065.38%\uff0c\u800cInstructBLIP\u53ea\u670947.62%\u3002<\/p>\n<p style=\"text-align:center\">\n<p>\u7814\u7a76\u4eba\u5458\u8ba4\u4e3a\u8fd9\u8bc1\u660e\u4e86\u591a\u5d4c\u5165\u65b9\u6cd5\u5bf9\u5e7f\u6cdb\u7684\u89c6\u89c9\u7406\u89e3\u7684\u76ca\u5904\u3002BLIVA\u8fd8\u5728YouTube\u89c6\u9891\u7f29\u7565\u56fe\u6570\u636e\u96c6\u4e0a\u53d6\u5f97\u4e8692%\u7684\u51c6\u786e\u7387\u3002BLIVA\u8bc6\u8bfb\u56fe\u50cf\u6587\u672c\u7684\u80fd\u529b\u53ef\u5e94\u7528\u4e8e\u8bb8\u591a\u884c\u4e1a\uff0c\u5982\u8bc6\u522b\u8def\u724c\u3001\u98df\u54c1\u5305\u88c5\u7b49\u3002BLIVA\u6709\u671b\u6539\u5584\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u591a\u79cd\u5e94\u7528\u3002<\/p>\n<p>\u9879\u76ee\u7f51\u5740:https:\/\/huggingface.co\/datasets\/mlpc-lab\/YTTB-VQA<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6982\u8981: 1. BLIVA\u662f\u4e00\u79cd\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u64c5\u957f\u8bfb\u53d6\u56fe\u50cf\u4e2d\u7684\u6587\u672c&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":831,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-3253","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dongtai"],"_links":{"self":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/comments?post=3253"}],"version-history":[{"count":0,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3253\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media\/831"}],"wp:attachment":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media?parent=3253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/categories?post=3253"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/tags?post=3253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}