{"id":98256,"date":"2022-12-02T13:48:40","date_gmt":"2022-12-02T13:48:40","guid":{"rendered":"https:\/\/coforge.site\/cigniti_new\/?post_type=product&#038;p=98256"},"modified":"2024-04-15T07:35:24","modified_gmt":"2024-04-15T07:35:24","slug":"build-scalable-data-annotation-pipeline-zastra","status":"publish","type":"product","link":"https:\/\/coforge.site\/cigniti_new\/resource\/white-papers\/build-scalable-data-annotation-pipeline-zastra\/","title":{"rendered":"How to Build a Scalable Data Annotation Pipeline with Zastra<sup>TM<\/sup>"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<hr \/>\n<p><strong>Abstract<\/strong><br \/>\nPoorly processed data is cited as one of the major reasons that machine learning projects fail. Your training dataset&#8217;s construction, formatting, and annotation all directly affect the model you develop. When trying to scale annotation pipelines, enterprises face substantial challenges. Read this white paper on how an active learning-based, end-to-end data curation and annotation platform &#8211; <a href=\"\/zastra-data-annotation-platform\/\" target=\"_blank\" rel=\"noopener\">Zastra<sup>TM<\/sup><\/a> &#8211; can address these challenges.<\/p>\n<div class=\"form-bg\">\n<h2 style=\"margin-bottom: 0px; text-align: center;\">Download the Collateral<\/h2>\n<p><iframe style=\"border: 0;\" src=\"https:\/\/engage.cigniti.com\/l\/914201\/2022-12-02\/8r8ffb\" width=\"100%\" height=\"450\" frameborder=\"0\"><\/iframe><\/p>\n<\/div>\n","protected":false},"featured_media":98261,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_brand":[],"product_cat":[491],"product_tag":[],"class_list":{"0":"post-98256","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-white-papers","8":"first","9":"instock","10":"shipping-taxable","11":"product-type-simple"},"acf":[],"_links":{"self":[{"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/product\/98256","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/comments?post=98256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/media\/98261"}],"wp:attachment":[{"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/media?parent=98256"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/product_brand?post=98256"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/product_cat?post=98256"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/coforge.site\/cigniti_new\/wp-json\/wp\/v2\/product_tag?post=98256"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}