{"id":27868,"date":"2025-09-16T05:26:09","date_gmt":"2025-09-16T03:26:09","guid":{"rendered":"https:\/\/comunicagenia.com\/blog\/dinov3-%d0%bd%d0%be%d0%b2%d1%8b%d0%b9-%d1%80%d1%83%d0%b1%d0%b5%d0%b6-%d0%bd%d0%b5%d0%ba%d0%be%d0%bd%d1%82%d1%80%d0%be%d0%bb%d0%b8%d1%80%d1%83%d0%b5%d0%bc%d0%be%d0%b3%d0%be-%d0%be%d0%b1%d1%83%d1%87\/"},"modified":"2025-09-16T05:26:09","modified_gmt":"2025-09-16T03:26:09","slug":"dinov3-%d0%bd%d0%be%d0%b2%d1%8b%d0%b9-%d1%80%d1%83%d0%b1%d0%b5%d0%b6-%d0%bd%d0%b5%d0%ba%d0%be%d0%bd%d1%82%d1%80%d0%be%d0%bb%d0%b8%d1%80%d1%83%d0%b5%d0%bc%d0%be%d0%b3%d0%be-%d0%be%d0%b1%d1%83%d1%87","status":"publish","type":"post","link":"https:\/\/comunicagenia.com\/ru\/blog\/dinov3-%d0%bd%d0%be%d0%b2%d1%8b%d0%b9-%d1%80%d1%83%d0%b1%d0%b5%d0%b6-%d0%bd%d0%b5%d0%ba%d0%be%d0%bd%d1%82%d1%80%d0%be%d0%bb%d0%b8%d1%80%d1%83%d0%b5%d0%bc%d0%be%d0%b3%d0%be-%d0%be%d0%b1%d1%83%d1%87\/","title":{"rendered":"DINOv3: \u043d\u043e\u0432\u044b\u0439 \u0440\u0443\u0431\u0435\u0436 \u043d\u0435\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f"},"content":{"rendered":"

\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u0441\u0444\u0435\u0440\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0442\u0438\u0445\u0430\u044f, \u043d\u043e \u0433\u043b\u0443\u0431\u043e\u043a\u0430\u044f \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u044f: \u0441\u0430\u043c\u043e\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 (self-supervised learning).<\/p>\n

\u0412 \u0430\u0432\u0430\u043d\u0433\u0430\u0440\u0434\u0435 \u044d\u0442\u043e\u0433\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f DINOv3 \u2014 \u043d\u043e\u0432\u0435\u0439\u0448\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 Meta AI, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0435\u0440\u0435\u043e\u0441\u043c\u044b\u0441\u043b\u0438\u0432\u0430\u0435\u0442 \u0442\u043e, \u043a\u0430\u043a \u043c\u0430\u0448\u0438\u043d\u044b \u0443\u0447\u0430\u0442\u0441\u044f \u00ab\u0432\u0438\u0434\u0435\u0442\u044c\u00bb \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0438\u0439 \u043c\u0438\u0440<\/strong> \u0431\u0435\u0437 \u043e\u043f\u043e\u0440\u044b \u043d\u0430 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0443\u044e \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u0443.<\/p>\n

\u0423\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a DINOv3 \u0441\u043e\u0432\u0435\u0440\u0448\u0430\u0435\u0442 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0440\u044b\u0432 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u0435\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043a \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u043e\u043c\u0443 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e \u043e\u0431\u0435\u0449\u0430\u0435\u0442 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f, \u043c\u0435\u043d\u044f\u044f \u0446\u0435\u043b\u044b\u0435 \u0438\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u0438.<\/p>\n

\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0438 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044f<\/h2>\n

DINOv3 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 Vision Transformer (ViT), \u043e\u0434\u043d\u0430\u043a\u043e \u0435\u0435 \u043f\u043e\u0434\u043b\u0438\u043d\u043d\u0430\u044f \u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u044f \u043a\u0440\u043e\u0435\u0442\u0441\u044f \u0432 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f.<\/strong><\/p>\n

\u041c\u043e\u0434\u0435\u043b\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0442\u0435\u0445\u043d\u0438\u043a\u0443 \u0441\u0430\u043c\u043e\u0434\u0438\u0441\u0442\u0438\u043b\u043b\u044f\u0446\u0438\u0438 (self-distillation), \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u044c-\u00ab\u0443\u0447\u0438\u0442\u0435\u043b\u044c\u00bb \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438-\u00ab\u0443\u0447\u0435\u043d\u0438\u043a\u0430\u00bb, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0440\u0430\u043a\u0443\u0440\u0441\u044b \u0438 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0438 \u0442\u043e\u0433\u043e \u0436\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f.<\/p>\n

\u042d\u0442\u043e\u0442 \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e \u0441\u0430\u043c\u043e\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043c\u043e\u0434\u0435\u043b\u0438 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e \u0432\u044b\u044f\u0432\u043b\u044f\u0442\u044c \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0438<\/strong>, \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u0438 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0431\u0435\u0437 \u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0438 \u0432 \u0434\u043e\u0440\u043e\u0433\u043e\u0441\u0442\u043e\u044f\u0449\u0438\u0445 \u0440\u0430\u0437\u043c\u0435\u0447\u0435\u043d\u043d\u044b\u0445 \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u0430\u0445.<\/p>\n

\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432\u043f\u0435\u0447\u0430\u0442\u043b\u044f\u044e\u0442: DINOv3 \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442\u0441\u044f, \u0430 \u0437\u0430\u0447\u0430\u0441\u0442\u0443\u044e \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u0438\u0442 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u044b\u043c \u043c\u0435\u0442\u043e\u0434\u043e\u043c, \u0432 \u043e\u0431\u0449\u0435\u043f\u0440\u0438\u043d\u044f\u0442\u044b\u0445 \u0442\u0435\u0441\u0442\u0430\u0445 \u0432\u0440\u043e\u0434\u0435 ImageNet.<\/p>\n

\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0438 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0438\u0440\u0435<\/h2>\n

\u0412 \u0437\u0434\u0440\u0430\u0432\u043e\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438:<\/strong> \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u043d\u0442\u0433\u0435\u043d\u043e\u0432\u0441\u043a\u0438\u0435 \u0441\u043d\u0438\u043c\u043a\u0438 \u0438\u043b\u0438 \u041c\u0420\u0422 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u0430\u0442\u043e\u043b\u043e\u0433\u0438\u0439 \u0431\u0435\u0437 \u0433\u0438\u0433\u0430\u043d\u0442\u0441\u043a\u0438\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0440\u0443\u0447\u043d\u043e\u0439 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0435\u0439 \u0432\u0440\u0430\u0447\u0435\u0439.<\/p>\n

\u0412 \u0442\u043e\u0447\u043d\u043e\u043c \u0437\u0435\u043c\u043b\u0435\u0434\u0435\u043b\u0438\u0438:<\/strong> \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u043f\u043e\u0441\u0435\u0432\u043e\u0432 \u0438 \u0437\u0434\u043e\u0440\u043e\u0432\u044c\u044f \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0435\u0435 \u0438 \u0442\u043e\u0447\u043d\u0435\u0435.<\/p>\n

\u0412 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438:<\/strong> \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0431\u043e\u043b\u0435\u0435 \u0431\u044b\u0441\u0442\u0440\u044b\u0445 \u0438 \u0442\u043e\u0447\u043d\u044b\u0445 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430 \u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0438\u0437\u0430\u0446\u0438\u0438 \u0442\u043e\u0432\u0430\u0440\u043e\u0432.<\/p>\n

\u041a\u043b\u044e\u0447\u0435\u0432\u043e\u0435 \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u043e \u0434\u043b\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439<\/strong> \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439: DINOv3 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u0435\u0440\u0432\u043e\u043a\u043b\u0430\u0441\u0441\u043d\u0443\u044e \u0431\u0430\u0437\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c (foundation model), \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043c\u043e\u0436\u043d\u043e \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u0434 \u0443\u0437\u043a\u043e\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0438\u0448\u0438 \u043f\u0440\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432.<\/p>\n

\u0411\u043e\u043b\u0435\u0435 \u0442\u043e\u0433\u043e, \u044d\u0442\u043e \u0440\u0430\u0434\u0438\u043a\u0430\u043b\u044c\u043d\u043e \u0441\u043d\u0438\u0436\u0430\u0435\u0442 \u043f\u043e\u0440\u043e\u0433 \u0432\u0445\u043e\u0434\u0430 \u0438 \u0440\u0430\u0441\u0445\u043e\u0434\u044b \u043d\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f.<\/p>\n

\u0411\u0443\u0434\u0443\u0449\u0435\u0435 \u0441\u0430\u043c\u043e\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u043e\u0433\u043e \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f<\/h2>\n

DINOv3 \u2014 \u044d\u0442\u043e \u043d\u0435 \u0440\u044f\u0434\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u0430 \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u043e\u0435 \u0441\u0432\u0438\u0434\u0435\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u043e \u0441\u0438\u043b\u044b \u0441\u0430\u043c\u043e\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u0432\u0430\u0436\u043d\u0430\u044f \u0432\u0435\u0445\u0430 \u043d\u0430 \u043f\u0443\u0442\u0438 \u043a \u0431\u043e\u043b\u0435\u0435 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u043c \u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u043c \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430\u043c \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f.<\/p>\n

\u041e\u043d\u0430 \u0434\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u0447\u0442\u043e \u043c\u0430\u0448\u0438\u043d\u044b \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b \u043f\u043e\u0441\u0442\u0438\u0433\u0430\u0442\u044c \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u043c\u0438\u0440 \u043d\u0430 \u0433\u043b\u0443\u0431\u0438\u043d\u043d\u043e\u043c \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u043c \u0443\u0440\u043e\u0432\u043d\u0435<\/strong>, \u0432\u043e \u043c\u043d\u043e\u0433\u043e\u043c \u043f\u043e\u0434\u043e\u0431\u043d\u043e \u0442\u043e\u043c\u0443, \u043a\u0430\u043a \u043f\u043e\u0437\u043d\u0430\u044e\u0442 \u0435\u0433\u043e \u043b\u044e\u0434\u0438.<\/p>\n

\u0411\u0435\u0437\u0443\u0441\u043b\u043e\u0432\u043d\u043e, \u0432\u043f\u0435\u0440\u0435\u0434\u0438 \u0435\u0449\u0435 \u043d\u0435\u043c\u0430\u043b\u043e \u0432\u044b\u0437\u043e\u0432\u043e\u0432 \u2014 \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u0443\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0441\u043a\u0440\u044b\u0442\u044b\u0445 \u0438\u0441\u043a\u0430\u0436\u0435\u043d\u0438\u0439 \u0432 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0445 \u0432\u044b\u0431\u043e\u0440\u043a\u0430\u0445 \u0438 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0437\u0440\u0430\u0447\u043d\u043e\u0441\u0442\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u044d\u0442\u0438\u0445 \u00ab\u0447\u0435\u0440\u043d\u044b\u0445 \u044f\u0449\u0438\u043a\u043e\u0432\u00bb.<\/p>\n

\u0422\u0435\u043c \u043d\u0435 \u043c\u0435\u043d\u0435\u0435, \u0432\u043a\u043b\u0430\u0434 DINOv3 \u0441\u0442\u0430\u043d\u0435\u0442 \u0444\u0443\u043d\u0434\u0430\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u043e\u0441\u043d\u043e\u0432\u043e\u0439 \u0434\u043b\u044f \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 \u043c\u043e\u0449\u043d\u044b\u0445 \u043c\u0443\u043b\u044c\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \u043d\u043e\u0432\u0430\u0442\u043e\u0440\u0430\u043c \u0441\u043e \u0432\u0441\u0435\u0433\u043e \u043c\u0438\u0440\u0430 \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0431\u0443\u0434\u0443\u0449\u0435\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u0441\u0444\u0435\u0440\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0442\u0438\u0445\u0430\u044f, \u043d\u043e \u0433\u043b\u0443\u0431\u043e\u043a\u0430\u044f \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u044f: \u0441\u0430\u043c\u043e\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 (self-supervised learning). \u0412 \u0430\u0432\u0430\u043d\u0433\u0430\u0440\u0434\u0435 \u044d\u0442\u043e\u0433\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f DINOv3 \u2014 \u043d\u043e\u0432\u0435\u0439\u0448\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 Meta AI, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0435\u0440\u0435\u043e\u0441\u043c\u044b\u0441\u043b\u0438\u0432\u0430\u0435\u0442 \u0442\u043e, \u043a\u0430\u043a \u043c\u0430\u0448\u0438\u043d\u044b \u0443\u0447\u0430\u0442\u0441\u044f \u00ab\u0432\u0438\u0434\u0435\u0442\u044c\u00bb \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0438\u0439 \u043c\u0438\u0440 \u0431\u0435\u0437 \u043e\u043f\u043e\u0440\u044b \u043d\u0430 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0443\u044e \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u0443. \u0423\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a DINOv3 \u0441\u043e\u0432\u0435\u0440\u0448\u0430\u0435\u0442 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0440\u044b\u0432 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u0435\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043a […]<\/p>\n","protected":false},"author":9,"featured_media":20865,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","_thinkrank_schema_form_data":"","_thinkrank_selected_schema_type":"","_thinkrank_additional_schemas":"","_thinkrank_canonical_url":"","_thinkrank_og_title":"","_thinkrank_og_description":"","_thinkrank_og_image":"","_thinkrank_twitter_title":"","_thinkrank_twitter_description":"","_thinkrank_twitter_image":"","_thinkrank_imported_from":"","_thinkrank_focus_keywords":[],"_thinkrank_focus_keyword":"","_thinkrank_robots_meta_enabled":0,"_thinkrank_robots_meta":"","_thinkrank_advanced_robots_meta":"","_thinkrank_exclude_from_search":0,"_thinkrank_exclude_from_archives":0,"_thinkrank_primary_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","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":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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\u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u0441\u0444\u0435\u0440\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0442\u0438\u0445\u0430\u044f, \u043d\u043e \u0433\u043b\u0443\u0431\u043e\u043a\u0430\u044f \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u044f: \u0441\u0430\u043c\u043e\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 (self-supervised learning). \u0412 \u0430\u0432\u0430\u043d\u0433\u0430\u0440\u0434\u0435 \u044d\u0442\u043e\u0433\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f DINOv3 \u2014 \u043d\u043e\u0432\u0435\u0439\u0448\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 Meta AI, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0435\u0440\u0435\u043e\u0441\u043c\u044b\u0441\u043b\u0438\u0432\u0430\u0435\u0442 \u0442\u043e, \u043a\u0430\u043a \u043c\u0430\u0448\u0438\u043d\u044b \u0443\u0447\u0430\u0442\u0441\u044f \u00ab\u0432\u0438\u0434\u0435\u0442\u044c\u00bb \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0438\u0439 \u043c\u0438\u0440 \u0431\u0435\u0437 \u043e\u043f\u043e\u0440\u044b \u043d\u0430 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0443\u044e \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u0443. \u0423\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a DINOv3 \u0441\u043e\u0432\u0435\u0440\u0448\u0430\u0435\u0442 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0440\u044b\u0432 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u0435\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043a…","_links":{"self":[{"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/posts\/27868","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/comments?post=27868"}],"version-history":[{"count":0,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/posts\/27868\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/media\/20865"}],"wp:attachment":[{"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/media?parent=27868"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/categories?post=27868"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/comunicagenia.com\/ru\/wp-json\/wp\/v2\/tags?post=27868"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}