{"id":2958,"date":"2021-10-06T12:54:44","date_gmt":"2021-10-06T07:24:44","guid":{"rendered":"https:\/\/www.datalabelify.com\/?p=2958"},"modified":"2023-11-03T11:47:53","modified_gmt":"2023-11-03T06:17:53","slug":"data-analysis-techniques-agriculture-industry","status":"publish","type":"post","link":"https:\/\/www.datalabelify.com\/cs\/data-analyza-techniky-zemedelstvi-prumysl\/","title":{"rendered":"Techniky anal\u00fdzy dat pro zem\u011bd\u011blsk\u00fd pr\u016fmysl"},"content":{"rendered":"<h5><em>Techniky anal\u00fdzy dat pro zem\u011bd\u011blsk\u00fd pr\u016fmysl<\/em><\/h5>\n<p>Modely po\u010d\u00edta\u010dov\u00e9ho vid\u011bn\u00ed byly <a href=\"https:\/\/www.datalabelify.com\/cs\/\">pom\u00e1h\u00e1 zlep\u0161it zem\u011bd\u011blstv\u00ed<\/a> mnoha zp\u016fsoby, od sledov\u00e1n\u00ed produkce plodin po akvakulturu a chov dobytka. Vytv\u00e1\u0159en\u00ed t\u011bchto aplikac\u00ed vy\u017eaduje pr\u00e1ci v nestrukturovan\u00e9m, nejist\u00e9m, extr\u00e9mn\u011b dynamick\u00e9m a dynamick\u00e9m prost\u0159ed\u00ed, ve kter\u00e9m se ter\u00e9n a objekty neust\u00e1le m\u011bn\u00ed a m\u011bn\u00ed. Vytv\u00e1\u0159en\u00ed zem\u011bd\u011blsk\u00fdch dat je tak\u00e9 proces, kter\u00fd vy\u017eaduje odborn\u00e9 znalosti jak v anal\u00fdze, tak b\u011bhem implementace.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Field Surveillance<\/strong><\/p>\n<p>Ve velk\u00fdch oblastech zem\u011bd\u011blstv\u00ed je sledov\u00e1n\u00ed pozemk\u016f a plodin \u010dasov\u011b n\u00e1ro\u010dnou prac\u00ed. Zem\u011bd\u011blci mohou utrp\u011bt r\u016fzn\u00e9 ztr\u00e1ty kv\u016fli \u0161patn\u00e9mu monitorov\u00e1n\u00ed jejich pol\u00ed. Produkty mohou b\u00fdt po\u0161kozeny \u010d\u00e1ste\u010dn\u011b v d\u016fsledku po\u017e\u00e1r\u016f, vniknut\u00ed vn\u011bj\u0161\u00edch karoseri\u00ed a vozidel, vniknut\u00ed zv\u00ed\u0159at a dal\u0161\u00edch faktor\u016f.<\/p>\n<p>Sn\u00edmky ve vysok\u00e9m rozli\u0161en\u00ed po\u0159\u00edzen\u00e9 vzdu\u0161n\u00fdmi drony nebo senzorov\u00fdmi platformami mohou vytv\u00e1\u0159et ter\u00e9nn\u00ed mapy pokr\u00fdvaj\u00edc\u00ed obrovsk\u00e9 rozlohy vesm\u00edru. <a href=\"https:\/\/www.tesladigitalhq.com\/\" target=\"_blank\" rel=\"noopener\">AI<\/a> syst\u00e9my automaticky detekuj\u00ed oblasti, kter\u00e9 vy\u017eaduj\u00ed okam\u017eitou pozornost. Zem\u011bd\u011blci mohou sn\u00ed\u017eit n\u00e1klady na alokaci zdroj\u016f a t\u011b\u017eit z v\u00fdhod vy\u0161\u0161\u00edch v\u00fdnos\u016f plodin.<\/p>\n<p><strong>Monitorov\u00e1n\u00ed zralosti<\/strong><\/p>\n<p>Doba zr\u00e1n\u00ed plod\u016f je patrn\u00e1 podle barvy slupky a velikosti. Proces zr\u00e1n\u00ed plodiny se li\u0161\u00ed jeden od druh\u00e9ho a je zcela jedine\u010dn\u00fd, tak\u017ee tr\u00e9novac\u00ed data detekce zralosti je t\u0159eba vytvo\u0159it speci\u00e1ln\u011b tak, aby odpov\u00eddala modelu.<\/p>\n<p>Labelify je specialista na produkty um\u011bl\u00e9 inteligence pro zem\u011bd\u011blsk\u00fd sektor pomoc\u00ed video a obrazov\u00e9 anotace. M\u00e1 zku\u0161enosti s vizu\u00e1ln\u011b zalo\u017eenou anotac\u00ed dat.<\/p>\n<p><strong>Detekce plodin a plevele<\/strong><\/p>\n<p>Modely vn\u00edm\u00e1n\u00ed mohou pomoci usnadnit proces identifikace plodin. Rozli\u0161ujeme plevel a plodiny a ozna\u010dujeme je ohrani\u010duj\u00edc\u00edmi r\u00e1me\u010dky pro zpracov\u00e1n\u00ed vysoce kvalitn\u00edch tr\u00e9ninkov\u00fdch dat. Zem\u011bd\u011blstv\u00ed Labelify vyu\u017e\u00edv\u00e1 technologii AI, kter\u00e1 pom\u00e1h\u00e1 p\u0159i zji\u0161\u0165ov\u00e1n\u00ed chorob rostlin nebo \u0161k\u016fdc\u016f a tak\u00e9 n\u00edzk\u00e9 v\u00fd\u017eivy rostlin na farm\u00e1ch.<\/p>\n<p>Senzory AI dok\u00e1\u017eou identifikovat a zam\u011b\u0159it se na plevel. Pot\u00e9 ur\u010d\u00ed, kter\u00e9 herbicidy pou\u017e\u00edt. Po\u010d\u00edta\u010dov\u00e9 vid\u011bn\u00ed m\u016f\u017ee pomoci rychleji a efektivn\u011bji odhalit povahu a z\u00e1va\u017enost chorob plodin. Farm\u00e1\u0159i pak mohou rychle podniknout kroky k vyl\u00e9\u010den\u00ed nemoci.<\/p>\n<p><strong>Monitorov\u00e1n\u00ed zv\u00ed\u0159at<\/strong><\/p>\n<p>Jsou vy\u017eadov\u00e1ny vysoce kvalitn\u00ed informace, kter\u00e9 pomohou p\u0159i sledov\u00e1n\u00ed hospod\u00e1\u0159sk\u00fdch zv\u00ed\u0159at a ochran\u011b voln\u011b \u017eij\u00edc\u00edch zv\u00ed\u0159at. automatizovan\u00e1 sklize\u0148 plodin. Spr\u00e1va obrovsk\u00e9ho mno\u017estv\u00ed zv\u00ed\u0159at na farm\u011b nebo ml\u00e9\u010dn\u00e9 farm\u011b je v\u00fdzvou a zabere spoustu \u010dasu, kdy\u017e se v\u0161e prov\u00e1d\u00ed ru\u010dn\u011b. Ale kdy\u017e se s n\u00edm integruje automatiza\u010dn\u00ed syst\u00e9m s um\u011blou inteligenc\u00ed, m\u016f\u017ee b\u00fdt syst\u00e9m \u0159\u00edzen\u00ed hospod\u00e1\u0159sk\u00fdch zv\u00ed\u0159at jednodu\u0161\u0161\u00ed a efektivn\u011bj\u0161\u00ed.<\/p>\n<p>Labelify nab\u00edz\u00ed informace o \u0159\u00edzen\u00ed hospod\u00e1\u0159sk\u00fdch zv\u00ed\u0159at pot\u0159ebn\u00e9 k monitorov\u00e1n\u00ed hospod\u00e1\u0159sk\u00fdch zv\u00ed\u0159at a jejich \u0159\u00edzen\u00ed pomoc\u00ed automatizovan\u00fdch stroj\u016f a stroj\u016f poh\u00e1n\u011bn\u00fdch um\u011blou inteligenc\u00ed.<\/p>","protected":false},"excerpt":{"rendered":"<p>Data Analysis Techniques For Agriculture Industry Computer vision models have been helping improve farming in many ways, from monitoring the production of crops to aquaculture and livestock. Making these applications requires working in an unstructured, uncertain, extremely dynamic and dynamic environment in which the terrain and objects change and vary constantly. Making agricultural data is [&hellip;]<\/p>","protected":false},"author":3,"featured_media":14335,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2958","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-annotation"],"blocksy_meta":[],"featured_image_urls":{"full":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques.jpg",2240,1260,false],"thumbnail":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-150x150.jpg",150,150,true],"medium":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-300x169.jpg",300,169,true],"medium_large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-768x432.jpg",768,432,true],"large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-1024x576.jpg",1024,576,true],"1536x1536":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-1536x864.jpg",1536,864,true],"2048x2048":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-2048x1152.jpg",2048,1152,true],"trp-custom-language-flag":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-18x10.jpg",18,10,true],"ultp_layout_landscape_large":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-1200x800.jpg",1200,800,true],"ultp_layout_landscape":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-870x570.jpg",870,570,true],"ultp_layout_portrait":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-600x900.jpg",600,900,true],"ultp_layout_square":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-600x600.jpg",600,600,true],"yarpp-thumbnail":["https:\/\/www.datalabelify.com\/wp-content\/uploads\/2021\/10\/Data-Analysis-Techniques-120x120.jpg",120,120,true]},"post_excerpt_stackable":"<p>Data Analysis Techniques For Agriculture Industry Computer vision models have been helping improve farming in many ways, from monitoring the production of crops to aquaculture and livestock. Making these applications requires working in an unstructured, uncertain, extremely dynamic and dynamic environment in which the terrain and objects change and vary constantly. Making agricultural data is also a process that requires expertise both in analysis and during implementation. &nbsp; Field Surveillance In large fields of farming, monitoring of the plots and crops is a time-consuming job. Farmers may suffer a variety of losses because of poor monitoring of their fields. Produce&hellip;<\/p>\n","category_list":"<a href=\"https:\/\/www.datalabelify.com\/cs\/category\/data-annotation\/\" rel=\"category tag\">Data Annotation<\/a>","author_info":{"name":"Parth P","url":"https:\/\/www.datalabelify.com\/cs\/author\/soeuidhae\/"},"comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/posts\/2958","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/comments?post=2958"}],"version-history":[{"count":3,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/posts\/2958\/revisions"}],"predecessor-version":[{"id":3097,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/posts\/2958\/revisions\/3097"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/media\/14335"}],"wp:attachment":[{"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/media?parent=2958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/categories?post=2958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datalabelify.com\/cs\/wp-json\/wp\/v2\/tags?post=2958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}