{"id":7,"date":"2018-11-27T09:17:42","date_gmt":"2018-11-27T09:17:42","guid":{"rendered":"https:\/\/deepsim.ai\/projects\/"},"modified":"2025-02-09T06:46:07","modified_gmt":"2025-02-09T06:46:07","slug":"projects","status":"publish","type":"page","link":"http:\/\/deepsim.ai\/zh\/projects\/","title":{"rendered":"\u9879\u76ee\u4ea7\u54c1"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"7\" class=\"elementor elementor-7\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7ac9ca5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ac9ca5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-90988fe\" data-id=\"90988fe\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a1c612 elementor-widget elementor-widget-heading\" data-id=\"4a1c612\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u9879\u76ee\u4ea7\u54c1<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8262e30 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8262e30\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-da6ae65\" data-id=\"da6ae65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9551936 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"9551936\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<h6 class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t\u6c34\u76d1\u63a7 \t\t\t\t<\/h6>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0fabca elementor-widget elementor-widget-image-box\" data-id=\"b0fabca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h2 class=\"elementor-image-box-title\">\u6c34\u73af\u5883\u5b9e\u65f6\u76d1\u6d4b\u9884\u8b66\u7cfb\u7edf<\/h2><p class=\"elementor-image-box-description\">\u6b64\u9879\u76ee\u65e8\u5728\u5229\u7528\u673a\u5668\u5b66\u4e60\u3001\u5c0f\u6ce2\u53d8\u6362\u3001\u7269\u8054\u7f51\u3001\u865a\u62df\u73b0\u5b9e\u3001\u5927\u6570\u636e\u5b9e\u65f6\u6d41\u7b49\u6280\u672f\u7814\u53d1\u4e2d\u56fd\u6cb3\u6d41\u6c34\u8d28\u5b9e\u65f6\u76d1\u6d4b\u548c\u9884\u8b66\u7cfb\u7edf\u3002\u5f53\u53d1\u751f\u6c34\u6c61\u67d3\u7d27\u6025\u60c5\u51b5\u65f6\uff0c\u8be5\u7cfb\u7edf\u4f1a\u53d1\u51fa\u8b66\u544a\uff0c\u5f53\u9884\u6d4b\u4f1a\u6709\u6c61\u67d3\u65f6\uff0c\u7cfb\u7edf\u4f1a\u53d1\u51fa\u9884\u8b66\uff0c\u5e76\u5bf9\u6c61\u67d3\u7269\u8fdb\u884c\u6eaf\u6e90\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u52a8\u6001\u7cfb\u7edf\u548c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6a21\u578b\u9884\u6d4b\u6d2a\u6c34\u548c\u6d2a\u6d9d\u707e\u5bb3\u533a\u3002 <\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fecb3a elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"6fecb3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;dots&quot;,&quot;autoplay_speed&quot;:2000,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"\u56fe\u50cf\u8f6e\u64ad\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/05-\u5b9e\u65f6\u573a\u666f\u76d1\u63a7-1.png\" alt=\"05--\u5b9e\u65f6\u573a\u666f\u76d1\u63a7\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/00-\u767b\u9646\u5730\u74031.png\" alt=\"00-\u767b\u9646\u5730\u74031\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/01-\u767b\u5f55\u9875\u97621.png\" alt=\"01-\u767b\u5f55\u9875\u97621\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/03-\u9996\u9875.png\" alt=\"03--\u9996\u9875\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/04-\u6c34\u8d28\u5b9e\u65f6\u76d1\u6d4b.png\" alt=\"04-\u6c34\u8d28\u5b9e\u65f6\u76d1\u6d4b\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/07-3D\u6c34\u6587\u4eff\u771f2.png\" alt=\"07-3D\u6c34\u6587\u4eff\u771f2\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-981c27d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"981c27d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1831b66\" data-id=\"1831b66\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f64cda elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"3f64cda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<h6 class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t\u6cb3\u6d41\u5065\u5eb7\u8bc4\u4f30\t\t\t\t<\/h6>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e50b5bd elementor-widget elementor-widget-image-box\" data-id=\"e50b5bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h2 class=\"elementor-image-box-title\">\u6c5f\u6e56\u5065\u5eb7\u667a\u80fd\u4f30\u7b97\u7cfb\u7edf<\/h2><p class=\"elementor-image-box-description\">\u8fd9\u662f\u4e0e\u70df\u53f0\u5e02\u6c34\u6587\u5c40\u5408\u4f5c\u7684\u9879\u76ee\u3002\u8be5\u9879\u4e3b\u8981\u76ee\u6807\u662f\u57fa\u4e8e\u4e2d\u56fd\u70df\u53f0\u5e02\u4e3b\u8981\u996e\u7528\u6c34\u6e90\u5730\u95e8\u697c\u6c34\u5e93\u4e3a\u6848\u4f8b\u5f00\u5c55\u7814\u7a76\uff0c\u521b\u5efa\u5b9e\u65f6\u7cfb\u7edf\u6765\u8bc4\u4f30\u6cb3\u6d41\u548c\u6e56\u6cca\u7684\u5065\u5eb7\u72b6\u51b5\u3002\u8be5\u7cfb\u7edf\u5c06\u6c34\u7684\u5065\u5eb7\u72b6\u51b5\u4f30\u8ba1\u4e3a\u516d\u4e2a\u7ea7\u522b\u3002 <\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f44f54a elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"f44f54a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;dots&quot;,&quot;autoplay_speed&quot;:2000,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"\u56fe\u50cf\u8f6e\u64ad\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 \/ 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/07-3D\u6c34\u6587\u4eff\u771f-2.png\" alt=\"07-3D\u6c34\u6587\u4eff\u771f\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \/ 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/06-\u6c34\u8d28\u6a21\u62df\u9884\u8b66-\u6a21\u62df\u9884\u8b66.png\" alt=\"06-\u6c34\u8d28\u6a21\u62df\u9884\u8b66-\u6a21\u62df\u9884\u8b66\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \/ 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/06-\u6c34\u8d28\u6a21\u62df\u9884\u8b66-\u8d8b\u52bf\u5206\u6790.png\" alt=\"06-\u6c34\u8d28\u6a21\u62df\u9884\u8b66-\u8d8b\u52bf\u5206\u6790\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \/ 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/08-\u6570\u636e\u5e93\u67e5\u8be2\u7cfb\u7edf.png\" alt=\"08-\u6570\u636e\u5e93\u67e5\u8be2\u7cfb\u7edf\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-87bd9b1 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87bd9b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-59d9374\" data-id=\"59d9374\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-33a334b elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"33a334b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<h6 class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t\u4eba\u4f53\u884c\u4e3a\t\t\t\t<\/h6>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c4ab15 elementor-widget elementor-widget-image-box\" data-id=\"5c4ab15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h2 class=\"elementor-image-box-title\">\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u4eba\u7c7b\u884c\u4e3a\u8bc6\u522b\u65b9\u6cd5 <\/h2><p class=\"elementor-image-box-description\">\u4eba\u7c7b\u884c\u4e3a\u8bc6\u522b\u5728\u793e\u4f1a\u5404\u4e2a\u9886\u57df\u4e92\u52a8\u4e2d\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u672c\u9879\u76ee\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8eLSTM\u7684\u9aa8\u67b6\u5173\u952e\u70b9\u548c\u4e24\u5c42\u53cc\u5411Seq2Seq\u6a21\u578b\uff08SB2_Seq2Seq\uff09\u7528\u4e8e\u4eba\u7c7b\u884c\u4e3a\u8bc6\u522b\u3002\u901a\u8fc7\u5b9e\u9a8c\u5c06\u6240\u63d0\u51fa\u7684SB2_Seq2Seq\u4e0e\u5176\u4ed65\u4e2a\u57fa\u4e8e\u9aa8\u67b6\u7684\u6a21\u578b\u8fdb\u884c\u6bd4\u8f83\uff0c\u5305\u62ec3\u4e2a\u57fa\u4e8eLSTM\u7684Seq2Seq\u6a21\u578b\uff0c\u5206\u522b\u5177\u6709\u4e24\u5c42\u5355\u5411LSTM\uff08SU2_seq2seq\uff09\u3001\u5355\u5c42\u53cc\u5411LSTM\uff08SB1_seq2seq\uff09\u548c\u5355\u5c42\u5355\u5411LSTM\uff08SU1_seq2seq\uff09\uff0c\u4ee5\u53ca\u4f20\u7edf\u7684LSTM\u548cCNN\u6a21\u578b\u3002\u6b64\u5916\uff0c\u8fd8SB2_Seq2Seq\u4e0eRGB\u89c6\u9891\u57fa\u4e8e\u5e27\u7684B2_Seq2Seq\u6a21\u578b\uff08RB2_Seq2Seq\uff09\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002UCF50 \u6570\u636e\u96c6\u7528\u4e8e\u6a21\u578b\u8bc4\u4f30\uff0c\u5176\u4e2d 60%\u300120% \u548c 20% \u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3001\u9a8c\u8bc1\u548c\u6d4b\u8bd5\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cSB2_Seq2seq\u6a21\u578b\u57280.0214\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\u4e0b\u8fbe\u5230\u4e8693.54%\u7684\u51c6\u786e\u7387\uff0c\u8868\u660eSB2_Seq2seq\u5728\u51c6\u786e\u7387\u548cMSE\u65b9\u9762\u7684\u8bc6\u522b\u6027\u80fd\u4f18\u4e8e\u5176\u4ed66\u79cd\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4e0eRB2_Seq2Seq\u76f8\u6bd4\uff0cSB2_Seq2seq\u4e5f\u5927\u5927\u63d0\u9ad8\u4e86\u8bad\u7ec3\u901f\u5ea6\u3002<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98fce67 elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"98fce67\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;dots&quot;,&quot;autoplay_speed&quot;:2000,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"\u56fe\u50cf\u8f6e\u64ad\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 \/ 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/humanbehavior-1-e1659581001924.png\" alt=\"humanbehavior\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \/ 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/behavior3.png\" alt=\"behavior3\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \/ 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/behavior4.png\" alt=\"behavior4\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \/ 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/Picture6.png\" alt=\"Picture6\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 \/ 5\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/Picture8.png\" alt=\"Picture8\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b28881c elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b28881c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-91536e0\" data-id=\"91536e0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c02297c elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"c02297c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<h6 class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t\u690d\u7269\u75be\u75c5\t\t\t\t<\/h6>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5755c40 elementor-widget elementor-widget-image-box\" data-id=\"5755c40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h2 class=\"elementor-image-box-title\">\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u690d\u7269\u75c5\u5bb3\u68c0\u6d4b\u6a21\u578b <\/h2><p class=\"elementor-image-box-description\">\u53ca\u65f6\u3001\u51c6\u786e\u5730\u81ea\u52a8\u8bc6\u522b\u690d\u7269\u75c5\u5bb3\u662f\u63d0\u9ad8\u690d\u7269\u4ea7\u54c1\u8d28\u91cf\u7684\u5173\u952e\u3002\u7531\u4e8e\u7f3a\u4e4f\u5168\u5c40\u611f\u53d7\u91ce\u548c\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u76ee\u524d\u5e7f\u6cdb\u4f7f\u7528\u7684\u57fa\u4e8eCNN\u7684\u6a21\u578b\u5728\u590d\u6742\u80cc\u666f\u7684\u53f6\u7247\u56fe\u50cf\u4e0a\u4ecd\u9762\u4e34\u6311\u6218\u548c\u5c40\u9650\u6027\u3002\u672c\u9879\u76ee\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u89c6\u89c9\u8f6c\u6362\u5668\uff08ViT\uff09\u67b6\u6784\u7684\u690d\u7269\u53f6\u7247\u75c5\u5bb3\u81ea\u52a8\u8bc6\u522b\u65b9\u6cd5\uff0c\u65e0\u9700\u4efb\u4f55\u5377\u79ef\u3002\u6240\u63d0\u51fa\u7684ViT\u6a21\u578b\u4f7f\u7528\u5f00\u653e\u7684PlantVillage\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\uff0c\u8be5\u6570\u636e\u96c6\u5305\u542b39\u7c7b5,5448\u7247\u53f6\u5b50\u548c\u80cc\u666f\u56fe\u50cf\u3002\u6570\u636e\u96c6\u968f\u673a\u5206\u4e3a\u4e09\u4e2a\u5b50\u96c6\uff1a\u8bad\u7ec3\u96c6 \uff0870%\uff09\u3001\u9a8c\u8bc1\u96c6 \uff0820%\uff09 \u548c\u6d4b\u8bd5\u96c6 \uff0810%\uff09\u3002\u91c7\u7528\u6570\u636e\u589e\u5f3a\u6cd5\u3001\u52a8\u6001\u5b66\u4e60\u7387\u964d\u7b80\u6cd5\u548c\u63d0\u524d\u505c\u6b62\u6cd5\uff0c\u907f\u514d\u8fc7\u62df\u5408\uff0c\u8282\u7701\u8ba1\u7b97\u6210\u672c\u3002\u8be5\u6a21\u578b\u5728100\u4e2a\u8bad\u7ec3\u5468\u671f\u4e2d\u53d6\u5f97\u4e8697.05%\u7684\u6700\u4f73\u9a8c\u8bc1\u8bc6\u522b\u51c6\u786e\u7387\uff0c\u6d4b\u8bd5\u8bc6\u522b\u51c6\u786e\u7387\u4e3a97.11%\u3002\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u6d41\u884c\u7684\u57fa\u4e8eCNN\u7684\u67b6\u6784\u76f8\u6bd4\uff0c\u6240\u63d0\u51fa\u7684ViT\u6a21\u578b\u5b9e\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u6807\u51c6\u7cbe\u5ea6\uff0c\u5177\u6709\u66f4\u597d\u7684\u6027\u80fd\u3001\u66f4\u9ad8\u7684\u9c81\u68d2\u6027\u548c\u66f4\u4f4e\u7684\u8ba1\u7b97\u6210\u672c\u3002<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e54851 elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"1e54851\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;dots&quot;,&quot;autoplay_speed&quot;:2000,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"\u56fe\u50cf\u8f6e\u64ad\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/\u7cfb\u7edf\u622a\u56fe_03-1024x606-1.png\" alt=\"\u7cfb\u7edf\u622a\u56fe_03-1024x606\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/ViT-architecture-1-e1659582485652.png\" alt=\"ViT-architecture\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/samples_small-e1659585410253.png\" alt=\"samples_small\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/augmented_small-e1659584935281.png\" alt=\"augmented_small\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/sample_patches-3.png\" alt=\"sample_patches\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 \/ 6\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/deepsim.ai\/wp-content\/uploads\/2022\/08\/vit3_train_val_loss_acc_small-e1659584958695.png\" alt=\"vit3_train_val_loss_acc_small\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Our Projects Water Monitoring Real-time Monitoring and Early warning system of Water Environment We have initiated a project that aimed to R&amp;D a Real-time Monitoring and Early Warning System of Water Quality in River in China using Machine learning, Wavelet Transformation, Internet of Things, Virtual Reality, Big Data Real-time Flow, .etc. This system will give [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"disabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-7","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/pages\/7","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/comments?post=7"}],"version-history":[{"count":61,"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/pages\/7\/revisions"}],"predecessor-version":[{"id":1298,"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/pages\/7\/revisions\/1298"}],"wp:attachment":[{"href":"http:\/\/deepsim.ai\/zh\/wp-json\/wp\/v2\/media?parent=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}