{"id":10246,"date":"2026-05-13T17:58:59","date_gmt":"2026-05-13T09:58:59","guid":{"rendered":"https:\/\/ieeker.com\/?p=10246"},"modified":"2026-05-13T18:11:39","modified_gmt":"2026-05-13T10:11:39","slug":"rk3588-npu-performance-industrial-edge-ai","status":"publish","type":"post","link":"https:\/\/ieeker.com\/ru\/rk3588-npu-performance-industrial-edge-ai\/","title":{"rendered":"\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c NPU RK3588: \u0427\u0442\u043e \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043e\u0437\u043d\u0430\u0447\u0430\u044e\u0442 6 TOPS \u0434\u043b\u044f \u0432\u0430\u0448\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0418\u0418"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"10246\" class=\"elementor elementor-10246\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9acf82 e-flex e-con-boxed e-con e-parent\" data-id=\"a9acf82\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9633fe4 elementor-widget elementor-widget-text-editor\" data-id=\"9633fe4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\"><b data-path-to-node=\"1\" data-index-in-node=\"0\">\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0430 RK3588<\/b> \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442, \u0441\u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u0432\u0430\u0448\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u044b\u0432\u043e\u0434\u044b \u0418\u0418 \u0431\u0435\u0437 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0433\u043e GPU. \u0414\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0437\u0430\u0434\u0430\u0447 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u0435\u0433\u043e 6 TOPS NPU \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 50 \u043a\u0430\u0434\u0440\u043e\u0432 \u0432 \u0441\u0435\u043a\u0443\u043d\u0434\u0443 \u0434\u043b\u044f YOLOv5s \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 \u043c\u043e\u0434\u0443\u043b\u0438 NVIDIA Jetson \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f \u0437\u0430 \u0441\u0447\u0435\u0442 \u0431\u0430\u043b\u0430\u043d\u0441\u0430 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438, \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 \u0432\u0445\u043e\u0434\u043e\u0432\/\u0432\u044b\u0445\u043e\u0434\u043e\u0432.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da6db4a elementor-widget elementor-widget-text-editor\" data-id=\"da6db4a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"3\">\u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0432\u044b\u0432\u043e\u0434\u044b<\/h2><ul data-path-to-node=\"4\"><li><p data-path-to-node=\"4,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"4,0,0\" data-index-in-node=\"0\">\u0411\u0435\u043d\u0447\u043c\u0430\u0440\u043a \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438:<\/b> RK3588 \u0434\u043e\u0441\u0442\u0438\u0433\u0430\u0435\u0442 54+ FPS \u043d\u0430 YOLOv5s (INT8) \u0438 244 FPS \u043d\u0430 ResNet18.<\/span><\/p><\/li><li><p data-path-to-node=\"4,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"4,1,0\" data-index-in-node=\"0\">\u0422\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0438\u043c\u0435\u0435\u0442 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435:<\/b> 6 TOPS - \u044d\u0442\u043e \u043f\u0438\u043a\u043e\u0432\u0430\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c INT8; \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c FP16 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0438\u0436\u0435 (~0,5 TFLOPS).<\/span><\/p><\/li><li><p data-path-to-node=\"4,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"4,2,0\" data-index-in-node=\"0\">\u0420\u0430\u0431\u043e\u0447\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441:<\/b> \u0422\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f <a class=\"ng-star-inserted\" href=\"https:\/\/github.com\/rockchip-linux\/rknn-toolkit2\" target=\"_blank\" rel=\"noopener\" data-hveid=\"4\">RKNN-Toolkit2<\/a> \u0434\u043b\u044f \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438 \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u044f.<\/span><\/p><\/li><li><p data-path-to-node=\"4,3,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"4,3,0\" data-index-in-node=\"0\">\u042d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c:<\/b> \u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043a\u043e\u043d\u0441\u043e\u043b\u0438\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 SoC (CPU\/GPU\/NPU\/ISP), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u043e\u0431\u0449\u0438\u0439 \u043e\u0431\u044a\u0435\u043c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0430 \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u043d\u044b\u043c\u0438 AI-\u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044f\u043c\u0438.<\/span><\/p><\/li><li><p data-path-to-node=\"4,4,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"4,4,0\" data-index-in-node=\"0\">\u041f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0430\u044f \u043f\u0440\u0438\u0433\u043e\u0434\u043d\u043e\u0441\u0442\u044c:<\/b> \u0418\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u044c\u044e \u043c\u0435\u043d\u0435\u0435 10 \u0412\u0442, \u043a\u043e\u0433\u0434\u0430 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043a\u0430\u043c\u0435\u0440.<\/span><\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a190fa elementor-widget elementor-widget-text-editor\" data-id=\"4a190fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"6\">\u0427\u0442\u043e \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442 \"\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c NPU RK3588\"?<\/h2><p data-path-to-node=\"7\"><span style=\"font-size: 14pt;\">\u041f\u0440\u0438 \u043e\u0446\u0435\u043d\u043a\u0435 <b data-path-to-node=\"7\" data-index-in-node=\"16\">\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0430 RK3588<\/b>\u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u043e\u0447\u0435\u043d\u044c \u0432\u0430\u0436\u043d\u043e \u043e\u0442\u043b\u0438\u0447\u0430\u0442\u044c \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \"\u043f\u0438\u043a\u043e\u0432\u044b\u0435\" \u0446\u0438\u0444\u0440\u044b \u043e\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f. \u0412 \u043c\u0438\u0440\u0435 \u043f\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u043d\u044b\u0445 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439, <a class=\"ng-star-inserted\" href=\"https:\/\/en.wikipedia.org\/wiki\/Instructions_per_second\" target=\"_blank\" rel=\"noopener\" data-hveid=\"5\">TOPS (\u0442\u0435\u0440\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0432 \u0441\u0435\u043a\u0443\u043d\u0434\u0443)<\/a> \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0439 \u043c\u0435\u0442\u0440\u0438\u043a\u043e\u0439. \u041e\u0434\u043d\u0430\u043a\u043e 6 TOPS \u0432 RK3588 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 INT8 (8-\u0431\u0438\u0442\u043d\u044b\u0445 \u0446\u0435\u043b\u044b\u0445 \u0447\u0438\u0441\u0435\u043b), \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0447\u0430\u0441\u0442\u043e \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0442\u0441\u044f \u0432 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u043c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u0432\u044b\u0432\u043e\u0434\u0430\u043c.<\/span><\/p><p data-path-to-node=\"8\"><span style=\"font-size: 14pt;\">\u0415\u0441\u043b\u0438 \u0432\u0430\u0448 \u043f\u0440\u043e\u0435\u043a\u0442 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0432\u044b\u0441\u043e\u043a\u043e\u0442\u043e\u0447\u043d\u044b\u0445 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439 \u0441 \u043f\u043b\u0430\u0432\u0430\u044e\u0449\u0435\u0439 \u0442\u043e\u0447\u043a\u043e\u0439 (FP32), NPU \u043d\u0435 \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 - \u0432\u044b \u0432\u0435\u0440\u043d\u0435\u0442\u0435\u0441\u044c \u043a CPU \u0438\u043b\u0438 GPU, \u0433\u0434\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0440\u0435\u0437\u043a\u043e \u0443\u043f\u0430\u0434\u0435\u0442. \u0414\u043b\u044f \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0418\u0418 \u0446\u0435\u043b\u044c\u044e \u043f\u043e\u0447\u0442\u0438 \u0432\u0441\u0435\u0433\u0434\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f <b data-path-to-node=\"8\" data-index-in-node=\"219\">\u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435<\/b>: \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0432 INT8, \u0447\u0442\u043e\u0431\u044b \u0437\u0430\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432\u0441\u0435 6 TOPS. \u0421\u043e\u0433\u043b\u0430\u0441\u043d\u043e <a class=\"ng-star-inserted\" href=\"https:\/\/en.wikipedia.org\/wiki\/List_of_Rockchip_products\" target=\"_blank\" rel=\"noopener\" data-hveid=\"6\">\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 Rockchip<\/a>\u042d\u0442\u043e\u0442 NPU \u0441\u043e\u0441\u0442\u043e\u0438\u0442 \u0438\u0437 \u0442\u0440\u0435\u0445 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u044f\u0434\u0435\u0440, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0433\u0438\u0431\u043a\u043e \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438 \u0438\u043b\u0438 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u0422\u0430\u043a\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0443\u0435\u0442, \u0447\u0442\u043e <b data-path-to-node=\"8\" data-index-in-node=\"505\">RK3588 6 TOPS edge AI<\/b> \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u044b\u043c\u0438 \u0434\u0430\u0436\u0435 \u043f\u0440\u0438 \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u043c \u0434\u0440\u043e\u0441\u0441\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438, \u0432 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u0447\u0438\u043f\u043e\u0432 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95a0e1e elementor-widget elementor-widget-text-editor\" data-id=\"95a0e1e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"9\">\u0411\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0438 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0438\u0440\u0435: RK3588 6 TOPS Edge AI \u0432 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0438<\/h2><p data-path-to-node=\"10\"><span style=\"font-size: 14pt;\">\u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c, \u0447\u0442\u043e <b data-path-to-node=\"12\" data-index-in-node=\"19\">RK3588 6 TOPS edge AI<\/b> \u0427\u0442\u043e\u0431\u044b \u0434\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0438\u0445, \u043c\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043d\u0430 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0435 \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0438. \u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0441\u0442\u0430\u0440\u0448\u0435\u0435 \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0439 \u043e\u0442\u043f\u0440\u0430\u0432\u043d\u043e\u0439 \u0442\u043e\u0447\u043a\u043e\u0439, \u043d\u0430\u0448\u0435 \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u043e\u0435 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 <b data-path-to-node=\"12\" data-index-in-node=\"171\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\/rk3588-vs-rk3399-edge-ai-performance\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahcKEwjqroT_8bWUAxUAAAAAHQAAAAAQag\">RK3588 \u043f\u0440\u043e\u0442\u0438\u0432 RK3399 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043a\u0440\u0430\u0435\u0432\u043e\u0433\u043e \u0418\u0418<\/a><\/b> \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0443 NPU \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439 \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u043b\u0430\u0441\u044c \u0432 10 \u0440\u0430\u0437.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ebd3f8 elementor-widget elementor-widget-text-editor\" data-id=\"6ebd3f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 data-path-to-node=\"11\">\u0422\u0430\u0431\u043b\u0438\u0446\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 (\u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435 INT8)<\/h3><table data-path-to-node=\"12\"><thead><tr><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong>\u041c\u043e\u0434\u0435\u043b\u044c<\/strong><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong>\u0420\u0430\u043c\u043a\u0430<\/strong><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong>\u0417\u0430\u0434\u0435\u0440\u0436\u043a\u0430 (\u043c\u0441)<\/strong><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong>FPS<\/strong><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f<\/strong><\/span><\/td><\/tr><\/thead><tbody><tr><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,1,0,0\"><b data-path-to-node=\"12,1,0,0\" data-index-in-node=\"0\">ResNet18<\/b><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,1,1,0\">PyTorch<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,1,2,0\">4.09<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,1,3,0\">244<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,1,4,0\">\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430<\/span><\/td><\/tr><tr><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,2,0,0\"><b data-path-to-node=\"12,2,0,0\" data-index-in-node=\"0\">YOLOv5s<\/b><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,2,1,0\">ONNX<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,2,2,0\">18.5<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,2,3,0\">54<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,2,4,0\">\u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432<\/span><\/td><\/tr><tr><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,3,0,0\"><b data-path-to-node=\"12,3,0,0\" data-index-in-node=\"0\">YOLOv8n<\/b><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,3,1,0\">PyTorch<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,3,2,0\">15.2<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,3,3,0\">65<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,3,4,0\">\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438<\/span><\/td><\/tr><tr><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,4,0,0\"><b data-path-to-node=\"12,4,0,0\" data-index-in-node=\"0\">MobileNetV2<\/b><\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,4,1,0\">TF Lite<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,4,2,0\">5.0<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,4,3,0\">200<\/span><\/td><td style=\"text-align: center;\"><span style=\"font-size: 14pt;\" data-path-to-node=\"12,4,4,0\">\u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0436\u0435\u0441\u0442\u043e\u0432<\/span><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c87c4e elementor-widget elementor-widget-text-editor\" data-id=\"8c87c4e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"13\"><span style=\"font-size: 14pt;\"><i data-path-to-node=\"13\" data-index-in-node=\"0\">\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a \u0434\u0430\u043d\u043d\u044b\u0445: \u0421\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043e \u0438\u0437<a href=\"https:\/\/www.cnx-software.com\/\" target=\"_blank\" rel=\"noopener\"> CNX Software<\/a> \u0438 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b ieeker.<\/i><\/span><\/p><p data-path-to-node=\"14\"><span style=\"font-size: 14pt;\">\u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e NPU \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u043c\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 CNN, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438, \u0438\u0437\u0443\u0447\u0430\u044e\u0449\u0438\u0435 <b data-path-to-node=\"14\" data-index-in-node=\"70\">\u042d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u0439 \u0432\u044b\u0432\u043e\u0434 RKNN-Toolkit2<\/b> \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043f\u043e\u043a\u0430\u0436\u0443\u0442, \u0447\u0442\u043e \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0440\u043e\u0432 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, ViT) \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435\u0439 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438. \u0422\u0435\u043c \u043d\u0435 \u043c\u0435\u043d\u0435\u0435, \u0434\u043b\u044f 90% \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0446\u0438\u043a\u043b\u043e\u0432 \"\u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f\" \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430 \u0432 15-20 \u043c\u0441, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u043c\u0430\u044f RK3588, \u0432\u043f\u043e\u043b\u043d\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u043a \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f0e703 elementor-widget elementor-widget-image\" data-id=\"1f0e703\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"386\" src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1-1024x494.webp\" class=\"attachment-large size-large wp-image-10255\" alt=\"\u0413\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0430, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0449\u0430\u044f \u044d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 FPS \u043d\u0430 RK3588 \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u0435\u0439 YOLOv5 \u0438 YOLOv8 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u044f INT8.\" srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1-1024x494.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1-300x145.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1-768x371.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1-18x9.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RK3588-AI-Inference-FPS-Comparison-1.webp 1376w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a014d57 elementor-widget elementor-widget-text-editor\" data-id=\"a014d57\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"15\">\u041e\u0441\u0432\u043e\u0435\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0447\u0435\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430 RKNN-Toolkit2 Inference<\/h2><p data-path-to-node=\"16\"><span style=\"font-size: 14pt;\">\u0414\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0435 \u043f\u0438\u043a\u0430 <b data-path-to-node=\"16\" data-index-in-node=\"15\">\u042d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u0439 \u0432\u044b\u0432\u043e\u0434 RKNN-Toolkit2<\/b> \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0442\u0440\u0435\u0431\u0443\u044e\u0442 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430 \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0432\u044b\u0441\u0442\u0443\u043f\u0430\u0435\u0442 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u0432\u044f\u0437\u0443\u044e\u0449\u0435\u0433\u043e \u0437\u0432\u0435\u043d\u0430 \u043c\u0435\u0436\u0434\u0443 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c\u0438, \u0442\u0430\u043a\u0438\u043c\u0438 \u043a\u0430\u043a PyTorch \u0438\u043b\u0438 TensorFlow, \u0438 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u044b\u043c \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435\u043c Rockchip. \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0432\u0430\u0436\u043d\u044b\u043c \u044d\u0442\u0430\u043f\u043e\u043c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f <b data-path-to-node=\"16\" data-index-in-node=\"240\">\u0410\u043d\u0430\u043b\u0438\u0437 \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u044f<\/b>.<\/span><\/p><ol start=\"1\" data-path-to-node=\"17\"><li><p data-path-to-node=\"17,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"17,0,0\" data-index-in-node=\"0\">\u042d\u043a\u0441\u043f\u043e\u0440\u0442:<\/b> \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0439\u0442\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u043d\u0435\u0439\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 (\u043e\u0431\u044b\u0447\u043d\u043e ONNX).<\/span><\/p><\/li><li><p data-path-to-node=\"17,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"17,1,0\" data-index-in-node=\"0\">\u041a\u043e\u043d\u0432\u0435\u0440\u0441\u0438\u044f:<\/b> \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 RKNN-Toolkit2 \u0434\u043b\u044f \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f ONNX-\u0444\u0430\u0439\u043b\u0430 \u0432 <code data-path-to-node=\"17,1,0\" data-index-in-node=\"68\">.rknn<\/code> \u0434\u0432\u043e\u0438\u0447\u043d\u044b\u0439.<\/span><\/p><\/li><li><p data-path-to-node=\"17,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"17,2,0\" data-index-in-node=\"0\">\u041a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435:<\/b> \u041f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u044c\u0442\u0435 \"\u043a\u0430\u043b\u0438\u0431\u0440\u043e\u0432\u043e\u0447\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445\" (\u043e\u0431\u044b\u0447\u043d\u043e 100-200 \u0440\u0435\u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439).<\/span><\/p><\/li><li><p data-path-to-node=\"17,3,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"17,3,0\" data-index-in-node=\"0\">\u0420\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435:<\/b> \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 API RKNN Runtime C++ \u0438\u043b\u0438 Python \u043d\u0430 \u043f\u043b\u0430\u0442\u0435.<\/span><\/p><\/li><\/ol><p data-path-to-node=\"18\"><span style=\"font-size: 14pt;\">\u0420\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u043e\u0439 \u043e\u0448\u0438\u0431\u043a\u043e\u0439 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \"\u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430\". \u0415\u0441\u043b\u0438 \u0432\u0430\u0448\u0430 \u043c\u043e\u0434\u0435\u043b\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0443\u044e \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438, \u043d\u0435 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u0443\u044e NPU, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u043f\u0435\u0440\u0435\u0433\u0440\u0443\u0437\u0438\u0442 \u044d\u0442\u043e\u0442 \u0441\u043b\u043e\u0439 \u043d\u0430 CPU. \u042d\u0442\u043e\u0442 \"CPU Fallback\" \u043c\u043e\u0436\u0435\u0442 \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0443 \u043d\u0430 500% \u0438\u043b\u0438 \u0431\u043e\u043b\u0435\u0435. \u0412\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0439\u0442\u0435 \u0441\u0432\u043e\u0438 \u0441\u043b\u043e\u0438 \u043f\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u043c \u0432\u0435\u0440\u0441\u0438\u044f\u043c <a class=\"ng-star-inserted\" href=\"https:\/\/optee.readthedocs.io\/en\/latest\/general\/platforms.html\" target=\"_blank\" rel=\"noopener\" data-hveid=\"37\">\u0421\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 Rockchip<\/a>.<\/span><\/p><h3 data-path-to-node=\"19,0\">\ud83d\udca1 \u041f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u0443\u044e \u043e\u0446\u0435\u043d\u043a\u0443 \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0418\u0418<\/h3><p data-path-to-node=\"19,1\">\u041d\u0435 \u0441\u0442\u043e\u0438\u0442 \u0433\u0430\u0434\u0430\u0442\u044c \u043e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0432\u0430\u0448\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043e\u0441\u043d\u043e\u0432\u044b\u0432\u0430\u044f\u0441\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0430\u0445. \u041d\u0430\u0448\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 <b data-path-to-node=\"19,1\" data-index-in-node=\"97\">\u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u0430\u044f \u0443\u0441\u043b\u0443\u0433\u0430 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043e\u0446\u0435\u043d\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u0438<\/b>. <b data-path-to-node=\"19,1\" data-index-in-node=\"132\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\/contact-us\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjqroT_8bWUAxUAAAAAHQAAAAAQhQE\">\u041f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0438\u043d\u0434\u0438\u0432\u0438\u0434\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0438 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u2192<\/a><\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf7f02e elementor-widget elementor-widget-image\" data-id=\"bf7f02e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"437\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram-1024x559.webp\" class=\"attachment-large size-large wp-image-10251 lazyload\" alt=\"\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram-1024x559.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram-300x164.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram-768x419.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram-18x10.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/RKNN-Toolkit2-Workflow-Diagram.webp 1408w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/437;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f89554 elementor-widget elementor-widget-text-editor\" data-id=\"3f89554\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"19\">\u0421 \u0437\u0430\u0432\u043e\u0434\u0441\u043a\u043e\u0433\u043e \u0446\u0435\u0445\u0430: \u0417\u0430\u0434\u0430\u0447\u0430 \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0438\u0440\u0435<\/h2><p data-path-to-node=\"20\"><span style=\"font-size: 14pt;\">\u0412 \u0445\u043e\u0434\u0435 \u043d\u0435\u0434\u0430\u0432\u043d\u0435\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c PCBA \u043c\u044b \u0441\u0442\u043e\u043b\u043a\u043d\u0443\u043b\u0438\u0441\u044c \u0441 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \"\u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0442\u0438\u0432 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438\". \u041a\u043b\u0438\u0435\u043d\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b <b data-path-to-node=\"21\" data-index-in-node=\"124\">ResNet50<\/b> \u043e\u0441\u043d\u043e\u0432\u0430 \u0434\u043b\u044f \u0432\u044b\u0441\u043e\u043a\u043e\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u043d\u043e\u0433\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0434\u0435\u0444\u0435\u043a\u0442\u043e\u0432 \u043f\u0430\u0439\u043a\u0438. \u041a\u0430\u043a \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 <b data-path-to-node=\"21\" data-index-in-node=\"204\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjqroT_8bWUAxUAAAAAHQAAAAAQhgE\">\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043b\u0430\u0442 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438<\/a><\/b>\u041c\u044b \u043f\u043e\u043d\u0438\u043c\u0430\u0435\u043c, \u0447\u0442\u043e \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0442\u0430\u043a \u0436\u0435 \u0432\u0430\u0436\u043d\u0430, \u043a\u0430\u043a \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f.<\/span><\/p><p data-path-to-node=\"21\"><span style=\"font-size: 14pt;\">\u041a\u043e\u0433\u0434\u0430 \u043c\u044b \u043f\u0435\u0440\u0435\u0448\u043b\u0438 \u043d\u0430 NPU RK3588, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0439 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0435 \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435 INT8, \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0443\u043f\u0430\u043b\u0430 \u0434\u043e 73%. \u0412\u0438\u043d\u043e\u0432\u043d\u0438\u043a? \u041a\u0430\u043b\u0438\u0431\u0440\u043e\u0432\u043e\u0447\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0432\u0448\u0438\u0439\u0441\u044f \u043f\u0440\u0438 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0438 RKNN, \u0431\u044b\u043b \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u0430\u043b \u0438 \u043d\u0435 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043b \"\u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445\" \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432 (\u0447\u0438\u0441\u0442\u044b\u0445 \u043f\u043b\u0430\u0442).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ab2e58 elementor-widget elementor-widget-text-editor\" data-id=\"6ab2e58\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\"><b data-path-to-node=\"23\" data-index-in-node=\"0\">\u0420\u0435\u0448\u0435\u043d\u0438\u0435:<\/b> \u041c\u044b \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u043b\u0438 \u043a\u0430\u043b\u0438\u0431\u0440\u043e\u0432\u043e\u0447\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u043e 500 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 <b data-path-to-node=\"23\" data-index-in-node=\"73\">\u0413\u0438\u0431\u0440\u0438\u0434 <\/b><\/span><\/p><p><span style=\"font-size: 14pt;\"><b data-path-to-node=\"23\" data-index-in-node=\"73\">\u041a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435<\/b>\u0424\u0438\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0438 \u0441 \u043f\u043e\u043b\u043d\u044b\u043c \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0432 FP16, \u0430 \u0442\u044f\u0436\u0435\u043b\u044b\u0435 \u043a\u043e\u043d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0441\u043b\u043e\u0438 - \u0432 INT8. <\/span><\/p><p><span style=\"font-size: 14pt;\"><b data-path-to-node=\"23\" data-index-in-node=\"192\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:<\/b> \u0422\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0432\u0435\u0440\u043d\u0443\u043b\u0430\u0441\u044c \u043a 88,9%, \u0441 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u043e\u0439 28 \u043c\u0441 \u043d\u0430 \u043f\u043b\u0430\u0442\u0443, \u0447\u0442\u043e \u0443\u0434\u043e\u0432\u043b\u0435\u0442\u0432\u043e\u0440\u044f\u0435\u0442 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9e092 elementor-widget elementor-widget-image\" data-id=\"ae9e092\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment-1024x683.webp\" class=\"attachment-large size-large wp-image-10250 lazyload\" alt=\"RK3588 \u043f\u0440\u043e\u0442\u0438\u0432 Jetson\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment-1024x683.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment-768x512.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-Deployment.webp 1536w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/534;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18840fa elementor-widget elementor-widget-text-editor\" data-id=\"18840fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"23\">\u041f\u0440\u0438\u043c\u0435\u0440 \u043f\u0440\u043e\u0435\u043a\u0442\u0430: 16-\u043a\u0430\u043c\u0435\u0440\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0434\u043e\u0440\u043e\u0436\u043d\u044b\u0439 \u0443\u0437\u0435\u043b<\/h2><p data-path-to-node=\"24\"><span style=\"font-size: 14pt;\">\u041d\u0435\u0434\u0430\u0432\u043d\u043e \u043c\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043b\u0438 \u0443\u0437\u0435\u043b \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0433\u043e\u0440\u043e\u0434\u0441\u043a\u0438\u043c \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435\u043c, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043d\u0430\u0448 <b data-path-to-node=\"5,1,0\" data-index-in-node=\"23\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\/%d0%bf%d1%80%d0%be%d0%b4%d1%83%d0%ba%d1%86%d0%b8%d1%8f\/yky-3588s-rk3588s-8k-ai-sbc\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahcKEwjqroT_8bWUAxUAAAAAHQAAAAAQVw\">\u041f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440 RK3588<\/a><\/b>\u0412 \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0442 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u0432\u0445\u043e\u0434\u0438\u0442 \u0434\u0432\u0430 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0430 Gigabit Ethernet \u0438 PCIe \u0434\u043b\u044f \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u043d\u0430 \u0433\u0440\u0430\u043d\u0438\u0446\u0435. \u0422\u0440\u0435\u0431\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c 16 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 720P RTSP \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043d\u043e\u043c\u0435\u0440\u043d\u044b\u0445 \u0437\u043d\u0430\u043a\u043e\u0432 \u0438 \u0442\u0438\u043f\u043e\u0432 \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u0435\u0439.<\/span><\/p><p data-path-to-node=\"25\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"25\" data-index-in-node=\"0\">\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<\/b><\/span><\/p><ul data-path-to-node=\"26\"><li><p data-path-to-node=\"26,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"26,0,0\" data-index-in-node=\"0\">\u042f\u0434\u0440\u043e:<\/b> RK3588 (4x A76 + 4x A55)<\/span><\/p><\/li><li><p data-path-to-node=\"26,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"26,1,0\" data-index-in-node=\"0\">\u041d\u041f\u0423:<\/b> 6 TOPS (\u0442\u0440\u0435\u0445\u044a\u044f\u0434\u0435\u0440\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440)<\/span><\/p><\/li><li><p data-path-to-node=\"26,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"26,2,0\" data-index-in-node=\"0\">\u041e\u0445\u043b\u0430\u0436\u0434\u0435\u043d\u0438\u0435:<\/b> \u0410\u043b\u044e\u043c\u0438\u043d\u0438\u0435\u0432\u043e\u0435 \u0448\u0430\u0441\u0441\u0438 \u0431\u0435\u0437 \u0432\u0435\u043d\u0442\u0438\u043b\u044f\u0442\u043e\u0440\u0430 (\u043f\u0430\u0441\u0441\u0438\u0432\u043d\u043e\u0435)<\/span><\/p><\/li><\/ul><p data-path-to-node=\"27\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"27\" data-index-in-node=\"0\">\u0421\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f:<\/b> \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043c\u043d\u043e\u0433\u043e\u044f\u0434\u0435\u0440\u043d\u044b\u0439 NPU, \u043c\u044b \u043d\u0430\u0437\u043d\u0430\u0447\u0438\u043b\u0438 5-6 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u0435 \u044f\u0434\u0440\u043e NPU. \u041c\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 \u043e\u0431\u0440\u0435\u0437\u0430\u043d\u043d\u044b\u0439 <b data-path-to-node=\"27\" data-index-in-node=\"110\">MobileNet-SSD<\/b> \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u0430\u044f \u0434\u043b\u044f \u043b\u043e\u043a\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u043e\u043c\u0435\u0440\u043d\u044b\u0445 \u0437\u043d\u0430\u043a\u043e\u0432.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a46d8cc elementor-widget elementor-widget-image\" data-id=\"a46d8cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection-1024x683.webp\" class=\"attachment-large size-large wp-image-10253 lazyload\" alt=\"\u041f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u0430\u044f \u0438\u043d\u0441\u043f\u0435\u043a\u0446\u0438\u044f\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection-1024x683.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection-768x512.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Industrial-Inspection.webp 1536w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/534;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e66d31d elementor-widget elementor-widget-text-editor\" data-id=\"e66d31d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"27\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"27\" data-index-in-node=\"178\">\u0414\u0430\u043d\u043d\u044b\u0435:<\/b><\/span><\/p><ul data-path-to-node=\"28\"><li><p data-path-to-node=\"28,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"28,0,0\" data-index-in-node=\"0\">\u041f\u0440\u043e\u043f\u0443\u0441\u043a\u043d\u0430\u044f \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c:<\/b> 18-20 FPS \u043d\u0430 \u043a\u0430\u043d\u0430\u043b \u043f\u043e \u0432\u0441\u0435\u043c 16 \u043a\u0430\u043d\u0430\u043b\u0430\u043c.<\/span><\/p><\/li><li><p data-path-to-node=\"28,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"28,1,0\" data-index-in-node=\"0\">\u041f\u043e\u0442\u0440\u0435\u0431\u043b\u044f\u0435\u043c\u0430\u044f \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u044c:<\/b> \u041f\u0440\u0438 \u043f\u043e\u043b\u043d\u043e\u0439 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0435 AI \u0432\u0441\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u044f\u043b\u0430 \u0432\u0441\u0435\u0433\u043e 7,4 \u0412\u0442.<\/span><\/p><\/li><li><p data-path-to-node=\"28,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"28,2,0\" data-index-in-node=\"0\">\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435:<\/b> \u041f\u043e\u0445\u043e\u0436\u0438\u0439 <b data-path-to-node=\"28,2,0\" data-index-in-node=\"22\">\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0439 \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u0439 \u0441\u043b\u0443\u0447\u0430\u0439<\/b> \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 NVIDIA Jetson Orin NX (25 \u0412\u0442) \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u043b\u043e \u0431\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0438\u0439 FPS, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u043f\u043e\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043b\u043e \u0432 3 \u0440\u0430\u0437\u0430 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u0430\u0442\u0440\u0430\u0442 \u043d\u0430 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e \u0442\u0435\u043f\u043b\u043e\u0432\u044b\u0434\u0435\u043b\u0435\u043d\u0438\u044f, \u0447\u0442\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043b\u043e \u0431\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043e\u0445\u043b\u0430\u0436\u0434\u0435\u043d\u0438\u044f, \u0430 \u044d\u0442\u043e \u043d\u0435\u0436\u0435\u043b\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0432 \u043f\u044b\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u0434\u043e\u0440\u043e\u0436\u043d\u044b\u0445 \u0448\u043a\u0430\u0444\u0430\u0445.<\/span><\/p><\/li><\/ul><p data-path-to-node=\"29\"><span style=\"font-size: 14pt;\">\u042d\u0442\u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442 \u0434\u043e\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u044b\u0445 \u0443\u0437\u043b\u043e\u0432 6 TOPS RK3588 - \u044d\u0442\u043e \"\u0441\u043b\u0430\u0434\u043a\u0430\u044f \u0442\u043e\u0447\u043a\u0430\" \u0434\u043b\u044f \u0431\u0430\u043b\u0430\u043d\u0441\u0430 \u043c\u0435\u0436\u0434\u0443 \u043c\u043d\u043e\u0433\u043e\u043f\u043e\u0442\u043e\u0447\u043d\u043e\u0439 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e \u0438 \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0439 \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0441\u0442\u044c\u044e.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dae31d elementor-widget elementor-widget-image\" data-id=\"2dae31d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-1024x683.webp\" class=\"attachment-large size-large wp-image-10252 lazyload\" alt=\"\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-1024x683.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-768x512.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/05\/Real-world-RK3588-Industrial.webp 1536w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/534;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd6a7b0 elementor-widget elementor-widget-text-editor\" data-id=\"cd6a7b0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"30\">\u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043b\u0438 6 TOPS? \u041c\u0430\u0442\u0440\u0438\u0446\u0430 \u043e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f<\/h2><p data-path-to-node=\"31\"><span style=\"font-size: 14pt;\">\u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u0437\u0430\u0434\u0430\u0439\u0442\u0435 \u044d\u0442\u0438 \u0442\u0440\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u0430:<\/span><\/p><ol start=\"1\" data-path-to-node=\"32\"><li><p data-path-to-node=\"32,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"32,0,0\" data-index-in-node=\"0\">\u0412\u0430\u0448\u0430 \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 CNN?<\/b> \u0415\u0441\u043b\u0438 \u0434\u0430 (YOLO, ResNet, SSD), \u0442\u043e RK3588 \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442.<\/span><\/p><\/li><li><p data-path-to-node=\"32,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"32,1,0\" data-index-in-node=\"0\">\u041a\u0430\u043a\u043e\u0432 \u0432\u0430\u0448 \u0431\u044e\u0434\u0436\u0435\u0442 \u043d\u0430 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0443?<\/b> \u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u043e &lt;10 \u043c\u0441 \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 YOLOv8l, \u0432\u0430\u043c \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c \u043d\u0430 20+ TOPS, \u0442\u0430\u043a\u043e\u0439 \u043a\u0430\u043a <a class=\"ng-star-inserted\" href=\"https:\/\/hailo.ai\/de\/products\/ai-accelerators\/hailo-8-m2-ai-acceleration-module\/#hailo8-m2-uberblick\" target=\"_blank\" rel=\"noopener\" data-hveid=\"38\">\u0425\u0430\u0439\u043b\u043e-8<\/a>.<\/span><\/p><\/li><li><p data-path-to-node=\"32,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"32,2,0\" data-index-in-node=\"0\">\u0414\u043e\u043b\u0436\u043d\u0430 \u043b\u0438 \u0432\u0430\u0448\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0434\u0435\u043b\u0430\u0442\u044c \u0447\u0442\u043e-\u0442\u043e \u0431\u043e\u043b\u044c\u0448\u0435\u0435, \u0447\u0435\u043c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442?<\/b> \u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u0442\u0430\u043a\u0436\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u0442\u044c 4K-\u0432\u0438\u0434\u0435\u043e \u0438\u043b\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u0432\u0435\u0431-\u0441\u0435\u0440\u0432\u0435\u0440, \u0432\u043e\u0441\u044c\u043c\u0438\u044f\u0434\u0435\u0440\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440 RK3588 \u0438 8K VPU \u0441\u0434\u0435\u043b\u0430\u044e\u0442 \u0435\u0433\u043e \u043b\u0443\u0447\u0448\u0435 \u0447\u0438\u043f\u043e\u0432, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0445 \u0442\u043e\u043b\u044c\u043a\u043e \u0418\u0418.<\/span><\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d8b112 elementor-widget elementor-widget-text-editor\" data-id=\"5d8b112\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">\u0415\u0441\u043b\u0438 \u0432\u044b \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d\u044b, \u0447\u0442\u043e 6 TOPS \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u0432\u0430\u0448\u0435\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 <b data-path-to-node=\"30\" data-index-in-node=\"62\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\/contact-us\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjqroT_8bWUAxUAAAAAHQAAAAAQiAE\">\u041f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0446\u0435\u043d\u0443 \u0438 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043e\u0446\u0435\u043d\u043a\u0443<\/a><\/b> \u043e\u0442 \u043d\u0430\u0448\u0435\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07d04ba elementor-widget elementor-widget-text-editor\" data-id=\"07d04ba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"3\">\u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435: \u041c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 NPU RK3588<\/h2><p data-path-to-node=\"4\"><span style=\"font-size: 14pt;\">\u0421\u0430\u0439\u0442 <b data-path-to-node=\"4\" data-index-in-node=\"4\">\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u0430 RK3588<\/b> \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u043b\u043e\u043c\u043d\u044b\u043c \u043c\u043e\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439, \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0438 \u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u043c \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u043c. \u0425\u043e\u0442\u044f \"6 TOPS\" - \u044d\u0442\u043e \u0446\u0438\u0444\u0440\u0430, \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u043d\u0430\u044f \u0432 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a, \u0440\u0435\u0430\u043b\u044c\u043d\u0430\u044f \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u0447\u0438\u043f\u0430 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u044b\u0441\u043e\u043a\u043e\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435. <b data-path-to-node=\"4\" data-index-in-node=\"236\">INT8<\/b> \u0412\u044b\u0432\u043e\u0434\u044b \u043f\u0440\u0438 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u0432\u0438\u0434\u0435\u043e\u043f\u043e\u0442\u043e\u043a\u0430\u043c\u0438 8K \u0438 \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u0437\u0430\u0434\u0430\u0447\u0430\u043c\u0438 \u0432\u0432\u043e\u0434\u0430-\u0432\u044b\u0432\u043e\u0434\u0430.<\/span><\/p><p data-path-to-node=\"5\"><span style=\"font-size: 14pt;\">\u0414\u043b\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u043f\u0443\u0442\u044c \u043a \u0443\u0441\u043f\u0435\u0445\u0443 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u043d\u0430\u0434\u0435\u0436\u043d\u0443\u044e <b data-path-to-node=\"5\" data-index-in-node=\"53\">\u042d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u0439 \u0432\u044b\u0432\u043e\u0434 RKNN-Toolkit2<\/b> \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f, \u0441\u0444\u043e\u043a\u0443\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0438 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432. \u0420\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044f\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u043e\u043d \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0441\u043f\u043e\u0441\u043e\u0431 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0443\u0440\u043e\u0432\u043d\u044f Jetson \u043f\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0439 \u0446\u0435\u043d\u0435 \u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0431\u044e\u0434\u0436\u0435\u0442\u0430 \u043d\u0430 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u044e. \u041d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e \u043e\u0442 \u0442\u043e\u0433\u043e, \u0441\u043e\u0437\u0434\u0430\u0435\u0442\u0435 \u043b\u0438 \u0432\u044b \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0410\u041e\u0418 \u0434\u043b\u044f \u0444\u0430\u0431\u0440\u0438\u043a\u0438 \u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e\u043f\u043e\u0442\u043e\u0447\u043d\u044b\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440 \u0442\u0440\u0430\u0444\u0438\u043a\u0430, RK3588 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0434\u043b\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u044f. <b data-path-to-node=\"5\" data-index-in-node=\"464\">\u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u0418\u0418 \u043d\u0430 \u0433\u0440\u0430\u043d\u0438\u0446\u0435<\/b>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98db0dd elementor-widget elementor-widget-heading\" data-id=\"98db0dd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0427\u0410\u0421\u0422\u041e \u0417\u0410\u0414\u0410\u0412\u0410\u0415\u041c\u042b\u0415 \u0412\u041e\u041f\u0420\u041e\u0421\u042b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9783c08 elementor-widget elementor-widget-n-accordion\" data-id=\"9783c08\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"\u0410\u043a\u043a\u043e\u0440\u0434\u0435\u043e\u043d. \u041e\u0442\u043a\u0440\u044b\u0432\u0430\u0439\u0442\u0435 \u0441\u0441\u044b\u043b\u043a\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Enter \u0438\u043b\u0438 Space, \u0437\u0430\u043a\u0440\u044b\u0432\u0430\u0439\u0442\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Escape, \u0430 \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0430\u0439\u0442\u0435\u0441\u044c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043b\u0430\u0432\u0438\u0448 \u0441\u043e \u0441\u0442\u0440\u0435\u043b\u043a\u0430\u043c\u0438.\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1580\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1580\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0412\u043e\u043f\u0440\u043e\u0441: \u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c Llama-3 \u043d\u0430 RK3588? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1580\" class=\"elementor-element elementor-element-3b3cba1 e-con-full e-flex e-con e-child\" data-id=\"3b3cba1\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-125f6c1 elementor-widget elementor-widget-text-editor\" data-id=\"125f6c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">\u041e: \u0411\u043e\u043b\u044c\u0448\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 (8B+) \u043f\u0440\u0435\u0432\u044b\u0448\u0430\u044e\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 NPU \u043f\u043e \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u043f\u0430\u043c\u044f\u0442\u044c\u044e. \u041e\u0434\u043d\u0430\u043a\u043e \u043c\u043e\u0434\u0435\u043b\u0438 \u0441 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u043c\u0438 1B-2B, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a TinyLlama \u0438\u043b\u0438 Qwen-1.8B, \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0441\u043e \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c\u044e ~15 \u0442\u043e\u043a\u0435\u043d\u043e\u0432\/\u0441, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f <a class=\"ng-star-inserted\" href=\"https:\/\/github.com\/airockchip\/rknn-llm\" target=\"_blank\" rel=\"noopener\" data-hveid=\"48\">\u0412\u0440\u0435\u043c\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f RKLLM<\/a>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1581\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1581\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0412\u043e\u043f\u0440\u043e\u0441: \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043b\u0438 RK3588 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044e TensorFlow? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1581\" class=\"elementor-element elementor-element-127feee e-con-full e-flex e-con e-child\" data-id=\"127feee\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a7cdf4 elementor-widget elementor-widget-text-editor\" data-id=\"5a7cdf4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">\u041e: \u0414\u0430, \u0447\u0435\u0440\u0435\u0437 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432 ONNX \u0438\u043b\u0438 \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0447\u0435\u0440\u0435\u0437 \u0444\u0440\u043e\u043d\u0442\u0435\u043d\u0434 RKNN-Toolkit2 TensorFlow.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1582\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1582\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0412: \u041a\u0430\u043a NPU \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441 \u043d\u0430\u0433\u0440\u0435\u0432\u043e\u043c \u0432 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1582\" class=\"elementor-element elementor-element-04d5e19 e-con-full e-flex e-con e-child\" data-id=\"04d5e19\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f566bca elementor-widget elementor-widget-text-editor\" data-id=\"f566bca\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">\u041e: \u041f\u0440\u0438 \u043f\u043e\u043b\u043d\u043e\u0439 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0435 6 TOPS NPU \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 2-3 \u0412\u0442 \u043a \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u044f\u0435\u043c\u043e\u0439 SoC \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438. \u0412 <b data-path-to-node=\"10\" data-index-in-node=\"148\">ieeker<\/b> \u0411\u0435\u0437\u0432\u0435\u043d\u0442\u0438\u043b\u044f\u0442\u043e\u0440\u043d\u043e\u0435 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0435 \u0448\u0430\u0441\u0441\u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c \u043f\u0438\u043a\u043e\u0432\u0443\u044e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438 \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0435 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u044b \u0434\u043e 60\u00b0C.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1583\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1583\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0412: \u0413\u0434\u0435 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0434\u043b\u044f \u043f\u043b\u0430\u0442 ieeker? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1583\" class=\"elementor-element elementor-element-5bd91a2 e-con-full e-flex e-con e-child\" data-id=\"5bd91a2\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17b08a1 elementor-widget elementor-widget-text-editor\" data-id=\"17b08a1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">\u041e: \u041f\u043e\u0441\u0435\u0442\u0438\u0442\u0435 \u043d\u0430\u0448 <b data-path-to-node=\"34\" data-index-in-node=\"69\"><a class=\"ng-star-inserted\" href=\"https:\/\/ieeker.com\/ru\/support\/\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjqroT_8bWUAxUAAAAAHQAAAAAQiQE\">\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043f\u043b\u0430\u0442 ieeker<\/a><\/b> \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443 \u0441 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0435\u0439 \u0438 \u0441\u043a\u0440\u0438\u043f\u0442\u0430\u043c\u0438 RKNN.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\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<div class=\"elementor-element elementor-element-8d5ba9d elementor-widget elementor-widget-text-editor\" data-id=\"8d5ba9d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-path-to-node=\"12\">\u0421\u0441\u044b\u043b\u043a\u0438<\/h2><ul data-path-to-node=\"13\"><li><p data-path-to-node=\"13,0,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"13,0,0\" data-index-in-node=\"0\">\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f:<\/b> <a class=\"ng-star-inserted\" target=\"_blank\" rel=\"noopener\" data-hveid=\"49\">TOPS (Tera Operations Per Second) - \u0412\u0438\u043a\u0438\u043f\u0435\u0434\u0438\u044f<\/a><\/span><\/p><\/li><li><p data-path-to-node=\"13,1,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"13,1,0\" data-index-in-node=\"0\">\u041e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439:<\/b> <a class=\"ng-star-inserted\" target=\"_blank\" rel=\"noopener\" data-hveid=\"50\">\u0420\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0439 GitHub Rockchip RKNN-Toolkit2<\/a><\/span><\/p><\/li><li><p data-path-to-node=\"13,2,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"13,2,0\" data-index-in-node=\"0\">\u041e\u0442\u0440\u0430\u0441\u043b\u0435\u0432\u044b\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u044b:<\/b> <a class=\"ng-star-inserted\" target=\"_blank\" rel=\"noopener\" data-hveid=\"51\">Embedded Vision Alliance - \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0438\u043d\u0433 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u043e\u0432<\/a><\/span><\/p><\/li><li><p data-path-to-node=\"13,3,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"13,3,0\" data-index-in-node=\"0\">\u041a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u044b\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438:<\/b> <a class=\"ng-star-inserted\" target=\"_blank\" rel=\"noopener\" data-hveid=\"52\">CNX Software - \u0422\u0435\u0441\u0442\u044b \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0418\u0418 Rockchip RK3588<\/a><\/span><\/p><\/li><li><p data-path-to-node=\"13,4,0\"><span style=\"font-size: 14pt;\"><b data-path-to-node=\"13,4,0\" data-index-in-node=\"0\">\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435:<\/b> <a class=\"ng-star-inserted\" target=\"_blank\" rel=\"noopener\" data-hveid=\"53\">\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 NVIDIA Jetson Orin Nano<\/a><\/span><\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c NPU RK3588 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442, \u0441\u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u0432\u0430\u0448\u0435 \u043f\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u043d\u043e\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u044b\u0432\u043e\u0434\u044b \u0418\u0418 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0431\u0435\u0437 \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0433\u043e GPU. \u0414\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0437\u0430\u0434\u0430\u0447 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f NPU 6 TOPS \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 50 \u043a\u0430\u0434\u0440\u043e\u0432 \u0432 \u0441\u0435\u043a\u0443\u043d\u0434\u0443 \u0434\u043b\u044f YOLOv5s \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 \u043c\u043e\u0434\u0443\u043b\u0438 NVIDIA Jetson \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0431\u0430\u043b\u0430\u043d\u0441\u0443 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u044c\u044e, \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u044c\u044e \u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0435\u0439 \u0432\u0445\u043e\u0434\u043e\u0432\/\u0432\u044b\u0445\u043e\u0434\u043e\u0432. \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043c\u043e\u043c\u0435\u043d\u0442\u044b \u0411\u0435\u043d\u0447\u043c\u0430\u0440\u043a \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438: RK3588 \u0434\u043e\u0441\u0442\u0438\u0433\u0430\u0435\u0442 54+ FPS \u043d\u0430 [...]...<\/p>","protected":false},"author":2,"featured_media":10249,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10246","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- 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