{"id":3301,"date":"2023-03-08T16:58:40","date_gmt":"2023-03-08T08:58:40","guid":{"rendered":"https:\/\/resource.webduino.io\/?p=3301"},"modified":"2024-06-25T14:54:13","modified_gmt":"2024-06-25T06:54:13","slug":"image-classification","status":"publish","type":"docs","link":"https:\/\/resource.webduino.io\/docs\/webai\/advance\/image-classification","title":{"rendered":"\u5f71\u50cf\u5206\u985e"},"content":{"rendered":"<p>Web:AI \u5f71\u50cf\u8fa8\u8b58\u5206\u70ba <strong>\u5f71\u50cf\u5206\u985e<\/strong> \u4ee5\u53ca <strong>\u7269\u4ef6\u8ffd\u8e64<\/strong>\uff0c\u53ef\u4ee5\u4f7f\u7528 Web:AI \u958b\u767c\u677f\u62cd\u651d\u5f71\u50cf\u4e0a\u50b3\u81f3 Webduino \u5f71\u50cf\u8a13\u7df4\u5e73\u53f0\u9032\u884c\u5f71\u50cf\u8a13\u7df4\uff0c\u5c07\u8a13\u7df4\u5b8c\u6210\u7684\u6a21\u578b\u4e0b\u8f09\uff0c\u518d\u4f7f\u7528\u7a0b\u5f0f\u7a4d\u6728\u57f7\u884c\u5f71\u50cf\u8fa8\u8b58\u3002<\/p>\n<p>\u672c\u7ae0\u7bc0\u5c07\u6703\u4ecb\u7d39\u300c\u5f71\u50cf\u5206\u985e\u300d\u7a4d\u6728\u7684\u4f7f\u7528\u65b9\u5f0f\u3002<\/p>\n<h2>\u4e0b\u8f09\u5f71\u50cf\u5206\u985e\u6a21\u578b<\/h2>\n<p>\u5728\u4f7f\u7528\u5f71\u50cf\u5206\u985e\u4e4b\u524d\uff0c\u9700\u8981\u5148\u8a13\u7df4\u597d\u6a21\u578b\uff0c\u4e26\u4e0b\u8f09\u81f3\u958b\u767c\u677f\u4e2d\uff0c\u8a13\u7df4\u6d41\u7a0b\u6b61\u8fce\u53c3\u8003\uff1a<a href=\"https:\/\/resource.webduino.io\/webai\/image-training\">\u4e09\u3001\u5f71\u50cf\u8a13\u7df4<\/a>\u3002<\/p>\n<p>\u6309\u7167\u6b65\u9a5f\u4e0b\u8f09\u5f8c\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u300c\u5f71\u50cf\u5206\u985e\u300d\u7a4d\u6728\u9032\u884c\u64cd\u4f5c\u4e86\u3002<\/p>\n<h2 id=\"init\">\u8a2d\u5b9a\u5f71\u50cf\u5206\u985e\u6a21\u578b<\/h2>\n<p>\u5728\u64cd\u4f5c\u5f71\u50cf\u5206\u985e\u524d\uff0c\u9700\u8981\u5148\u4f7f\u7528\u300c\u8a2d\u5b9a\u5f71\u50cf\u5206\u985e\u6a21\u578b\u300d\u7a4d\u6728\u5c0d\u6a21\u578b\u4f5c\u8a2d\u5b9a\u3002<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_7b83f05b602f41f96f9afbfeda5b9abc.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<ul>\n<li>\u6a21\u578b\uff1a\u5f71\u50cf\u5206\u985e\u4f7f\u7528\u7684\u6a21\u578b\u3002<\/li>\n<li>\u5206\u985e\uff1a\u6a21\u578b\u4e2d\u7684\u5206\u985e\uff0c\u4f7f\u7528\u534a\u5f62\u9017\u865f\u300c,\u300d\u5206\u9694\u3002<\/li>\n<li>\u93e1\u982d\u53cd\u8f49\uff1a\u5728\u4f7f\u7528\u7279\u5b9a\u5916\u6bbc\u6642\u6703\u6709\u524d\u5f8c\u93e1\u982d\u529f\u80fd\uff0c\u56e0\u6b64\u9700\u8981\u52fe\u9078\u8b93\u93e1\u982d\u53cd\u8f49\uff0c\u907f\u514d\u756b\u9762\u4e0a\u4e0b\u985b\u5012\u3002<br \/>\n<blockquote>\n<p>\u5982\u679c\u662f\u4f7f\u7528\u7121\u5916\u6bbc\u7684 Web:AI \u958b\u767c\u677f\uff0c\u4f7f\u7528\u9810\u8a2d\u7684\u4e0d\u52fe\u9078\u3002<br \/>&#8211; \u5bec\u9ad8\uff1a\u5f71\u50cf\u7684\u5c3a\u5bf8\u5927\u5c0f\u3002\u5982\u679c\u662f\u4f7f\u7528\u81ea\u884c\u8a13\u7df4\u7684\u6a21\u578b\uff0c\u9700\u8981\u624b\u52d5\u8f38\u5165\uff1b\u5982\u679c\u662f\u4f7f\u7528 <a href=\"https:\/\/vision.webduino.io\/\">Webduino \u5f71\u50cf\u8a13\u7df4\u5e73\u53f0<\/a> \u8a13\u7df4\u7684\u6a21\u578b\uff0c\u4f7f\u7528\u7684\u5c3a\u5bf8\u5247\u6703\u662f\uff1a<br \/>&#8211; \u5bec\uff1a224<br \/>&#8211; \u9ad8\uff1a224<\/p>\n<\/blockquote>\n<\/li>\n<\/ul>\n<p>\u5728\u300c\u8a2d\u5b9a\u5f71\u50cf\u5206\u985e\u6a21\u578b\u300d\u7a4d\u6728\u4e2d\u53ef\u4ee5\u9078\u64c7\u8981\u4f7f\u7528\u7684\u6a21\u578b\uff0c<strong>\u9078\u64c7\u7684\u6a21\u578b\u5fc5\u9808\u548c\u4e0b\u8f09\u5230\u958b\u767c\u677f\u4e2d\u7684\u677f\u5b50\u4e00\u81f4<\/strong>\uff0c\u624d\u80fd\u9806\u5229\u9032\u884c\u8fa8\u8b58\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_b930030ac6820dee0c105ebbb8292520.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p>\u9078\u64c7\u6a21\u578b\u65b9\u5f0f\u53c8\u6703\u4f9d\u64da\u4f7f\u7528\u7684\u5e73\u53f0\u53ca\u5efa\u7acb\u65b9\u5f0f\u800c\u4e0d\u540c\uff0c\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<h3>\u9078\u64c7\u6a21\u578b ( \u7dda\u4e0a\u7248 )<\/h3>\n<p>\u9ede\u64ca\u300c\u6a21\u578b\u300d\uff0c\u53ef\u4ee5\u5f9e\u4e0b\u62c9\u9078\u55ae\u4e2d\u9078\u64c7\u60f3\u4f7f\u7528\u7684\u6a21\u578b\uff0c\u9078\u55ae\u4e2d\u7684\u6a21\u578b\u6703\u6839\u64da <a href=\"https:\/\/vision.webduino.io\/\">Webduino \u5f71\u50cf\u8a13\u7df4\u5e73\u53f0<\/a> \u5217\u51fa\u53ef\u4f7f\u7528\u7684\u5f71\u50cf\u5206\u985e\u6a21\u578b\u3002<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_683d5d0a22f51326916f12ba15cf523f.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<ul>\n<li>\n<h3>\u9078\u64c7\u6a21\u578b ( \u5b89\u88dd\u7248 )<\/h3>\n<\/li>\n<\/ul>\n<p>\u5728\u300c\u6a21\u578b\u300d\u4e2d\u624b\u52d5\u8f38\u5165\uff0c\u4e26\u5c07\u300c\u5206\u985e\u300d\u53cd\u767d\u8907\u88fd\u5f8c\u8cbc\u4e0a\u3002<\/p>\n<blockquote>\n<p>\u56e0\u70ba\u5206\u985e\u7684\u9806\u5e8f\u6703\u5f71\u50cf\u5230\u662f\u5426\u80fd\u6b63\u5e38\u8fa8\u8b58\uff0c\u70ba\u78ba\u4fdd\u9806\u5e8f\u6b63\u78ba\uff0c\u5efa\u8b70\u76f4\u63a5\u5c07\u5206\u985e\u53cd\u767d\u8907\u88fd\u3002<\/p>\n<\/blockquote>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_1e61f3f88871986aa8d9a891bb3977a1.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<ul>\n<li>\n<h3>\u9078\u64c7\u6a21\u578b ( \u65b0\u589e\u81ea\u8a02\u6a21\u578b )<\/h3>\n<\/li>\n<\/ul>\n<p>\u5982\u679c\u662f\u81ea\u884c\u5c07\u6a21\u578b\u71d2\u9304\u9032\u958b\u767c\u677f\uff0c\u6216\u662f\u5c07\u6a21\u578b\u6a94\u6848\u653e\u5728 SD \u5361\u4e2d\uff0c\u5c31\u9700\u8981\u4f7f\u7528\u300c\u65b0\u589e\u81ea\u8a02\u6a21\u578b\u300d\uff0c\u5982\u4e0b\u65b9\u6b65\u9a5f\uff1a<\/p>\n<ol>\n<li>\u9ede\u64ca\u300c\u65b0\u589e\u81ea\u8a02\u6a21\u578b\u300d\u3002<\/li>\n<li>\u8f38\u5165\u6a21\u578b\u540d\u7a31\uff0c\u6309\u4e0b\u78ba\u5b9a\u3002<\/li>\n<li>\u6a21\u578b\u9078\u55ae\u4e2d\u51fa\u73fe\u81ea\u8a02\u6a21\u578b\uff0c\u5f8c\u65b9\u6703\u6a19\u793a <strong>( \u81ea\u8a02 )<\/strong><\/li>\n<li>\u5728\u300c\u5206\u985e\u300d\u586b\u5165\u81ea\u8a02\u6a21\u578b\u7684\u5206\u985e\u9806\u5e8f<\/li>\n<\/ol>\n<h2 id=\"prediction\">\u958b\u59cb\u8fa8\u8b58\u5f71\u50cf<\/h2>\n<p>\u4f7f\u7528\u300c\u958b\u59cb\u8fa8\u8b58\u5f71\u50cf\u300d\u7a4d\u6728\u4f86\u89f8\u767c\u5f71\u50cf\u8fa8\u8b58\u7684\u9032\u884c\u3002<br \/>\u56e0\u70ba\u9019\u584a\u7a4d\u6728\u4ee3\u8868\u89f8\u767c 1 \u6b21\u5f71\u50cf\u5206\u985e\uff0c\u5982\u679c\u9700\u8981\u91cd\u8907\u89f8\u767c\uff0c\u5c31\u9700\u8981\u5728\u5916\u5c64\u653e\u4e0a\u300c\u7121\u9650\u91cd\u8907\u300d\u7a4d\u6728\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_f1c7a67a2875f34be15d895bb354182c.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<h2 id=\"get-name\">\u53d6\u5f97\u8fa8\u8b58\u5230\u7684\u5f71\u50cf\u540d\u7a31<\/h2>\n<p>\u7576\u958b\u59cb\u8fa8\u8b58\u6642\uff0c\u53ef\u4ee5\u4f7f\u7528\u300c\u53d6\u5f97\u8fa8\u8b58\u5230\u7684\u5f71\u50cf\u540d\u7a31\u300d\u7a4d\u6728\u4f86\u986f\u793a\u8fa8\u8b58\u5230\u7684\u5206\u985e\u540d\u7a31\u3002<\/p>\n<p>\u4f8b\u5982\uff1a\u4f7f\u7528\u6a21\u578b\u300cmonster\u300d\uff0c\u88e1\u9762\u7684\u5206\u985e\u662f\u300cgreen,yellow,red,blue\u300d\uff0c\u90a3\u9ebc\u300c\u53d6\u5f97\u8fa8\u8b58\u5230\u7684\u5f71\u50cf\u540d\u7a31\u300d\u7a4d\u6728\u5c31\u6703\u662f\u300cgreen,yellow,red,blue\u300d\u4e2d\u7684\u5176\u4e2d\u4e00\u500b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_9d457d5d878a8afca13c377475cff5b0.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<h2 id=\"get-confidence\">\u53d6\u5f97\u8fa8\u8b58\u5230\u7684\u5f71\u50cf\u4fe1\u5fc3\u5ea6<\/h2>\n<p>\u7576\u958b\u59cb\u8fa8\u8b58\u6642\uff0c\u53ef\u4ee5\u4f7f\u7528\u300c\u53d6\u5f97\u8fa8\u8b58\u5230\u7684\u4fe1\u5fc3\u5ea6\u300d\u7a4d\u6728\u4f86\u986f\u793a\u8fa8\u8b58\u5230\u7684\u4fe1\u5fc3\u5ea6\u3002<br \/>\u4fe1\u5fc3\u5ea6\u6700\u9ad8\u70ba 100\u3001\u6700\u4f4e\u70ba 0\uff0c\u82e5\u4fe1\u5fc3\u5ea6\u8d8a\u9ad8\uff0c\u4ee3\u8868\u5075\u6e2c\u932f\u8aa4\u7684\u53ef\u80fd\u6027\u8d8a\u4f4e\u3002<\/p>\n<blockquote>\n<p>\u56e0\u70ba\u5f71\u50cf\u8a13\u7df4\u8fa8\u8b58\u7684\u7d50\u679c\u6703\u843d\u5728\u4e00\u500b\u5340\u9593\u7bc4\u570d\u5167\uff0c\u82e5\u4fe1\u5fc3\u5ea6\u70ba 90%\uff0c\u4ee3\u8868\u6709 90% \u7684\u6a5f\u7387\u771f\u6b63\u7684\u7d50\u679c\u6703\u843d\u5728\u9019\u500b\u5340\u9593\u7bc4\u570d\u5167\u3002<\/p>\n<\/blockquote>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_47b481159799efcfda48fd36fe831bbb.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<h2>\u7bc4\u4f8b\uff1a\u5f71\u50cf\u5206\u985e<\/h2>\n<ol>\n<li>\u5148\u5f9e <a href=\"https:\/\/vision.webduino.io\/\">Webduino \u5f71\u50cf\u8a13\u7df4\u5e73\u53f0<\/a> \u4e0b\u8f09\u8981\u9032\u884c\u5f71\u50cf\u8a13\u7df4\u7684\u6a21\u578b\uff0c\u5982\u7bc4\u4f8b\u662f\u4f7f\u7528\u6a21\u578b\u300cmonster\u300d\u3002<br \/>\n<blockquote>\n<p>\u6709\u95dc\u5982\u4f55\u8a13\u7df4\u5f71\u50cf\u6a21\u578b\uff0c\u6b61\u8fce\u53c3\u8003\uff1a<a href=\"https:\/\/md.kingkit.codes\/s\/mopjgVaZU\">\u4e09\u3001\u5f71\u50cf\u8a13\u7df4<\/a>\u3002<\/p>\n<\/blockquote>\n<p><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_05e9f1e0bdcac076f5d9976ce9526294.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/p>\n<\/li>\n<li>\u4f7f\u7528\u300c\u8a2d\u5b9a\u5f71\u50cf\u5206\u985e\u6a21\u578b\u300d\u7a4d\u6728\uff0c\u9078\u64c7\u4f7f\u7528\u7684\u6a21\u578b\u3002<img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_537b21839bcd48b32795cd6e5418f789.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/li>\n<li>\u4f7f\u7528\u300c\u7121\u9650\u91cd\u8907\u300d\u7a4d\u6728\uff0c\u653e\u5165\u300c\u958b\u59cb\u8fa8\u8b58\u5f71\u50cf\u300d\u7a4d\u6728\u3001\u300c\u986f\u793a\u6587\u5b57\u300d\u7a4d\u6728\u3002<img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_30a3966ae32fbd8f7c26d5cd0c503f06.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/li>\n<li>\u5728\u300c\u986f\u793a\u6587\u5b57\u300d\u7a4d\u6728\u5167\u653e\u5165\u8981\u986f\u793a\u7684\u5f71\u50cf\u5206\u985e\u8cc7\u8a0a\uff0c\u7bc4\u4f8b\u70ba\u986f\u793a\uff1a<strong>\u5206\u985e\u540d\u7a31_\u4fe1\u5fc3\u5ea6<\/strong>\u3002<img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_2239add9b2cfbb635f883fc21425971e.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><\/li>\n<li>\u5c07\u7a4d\u6728\u7d44\u5408\uff0c\u6309\u4e0b\u90e8\u7f72\u5373\u53ef\u4ee5\u958b\u59cb\u57f7\u884c\u5f71\u50cf\u5206\u985e\u3002<img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_87abba90f956034aa9540ae021601d30.webp?w=1200&#038;ssl=1\" alt=\"\" data-recalc-dims=\"1\" \/><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/photo.webduino.io\/resource\/webai\/upload_18ff3d4a326a6123cb54fb20940150f9.webp?w=1200&#038;ssl=1\" alt=\"\u5f71\u50cf\u8fa8\u8b58\u7d50\u679c\" data-recalc-dims=\"1\" \/><\/li>\n<\/ol>\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5c0f\u63d0\u9192 : \u7531\u65bc\u786c\u9ad4\u8a18\u61b6\u9ad4\u9650\u5236\uff0c Web:AI \u958b\u767c\u677f\u7121\u6cd5\u540c\u6642\u652f\u63f4\u8a9e\u97f3\u7a4d\u6728\u53ca\u5f71\u50cf\u7a4d\u6728\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Web:AI \u5f71\u50cf\u8fa8\u8b58\u5206\u70ba \u5f71\u50cf\u5206\u985e \u4ee5\u53ca \u7269\u4ef6\u8ffd\u8e64\uff0c\u53ef\u4ee5\u4f7f\u7528 Web:AI \u958b\u767c\u677f\u62cd\u651d\u5f71\u50cf\u4e0a\u50b3\u81f3 Webdu&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":3365,"menu_order":7,"comment_status":"open","ping_status":"open","template":"","meta":{"inline_featured_image":false,"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"doc_tag":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5f71\u50cf\u5206\u985e | Webduino \u6559\u5b78\u8cc7\u6e90<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/resource.webduino.io\/docs\/webai\/advance\/image-classification\" \/>\n<meta property=\"og:locale\" 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