{"id":3888,"date":"2024-06-03T01:03:32","date_gmt":"2024-06-02T23:03:32","guid":{"rendered":"https:\/\/nepttp.avidakizomba.co.za\/?p=3888"},"modified":"2025-06-09T12:15:07","modified_gmt":"2025-06-09T10:15:07","slug":"classification-and-detection-of-plant-disease-using-convolutional-neural-networks","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/03\/classification-and-detection-of-plant-disease-using-convolutional-neural-networks\/","title":{"rendered":"Classification and detection of plant disease using convolutional neural networks"},"content":{"rendered":"<p><strong>Researcher<\/strong>: Tshegofatso Sekgobela, University of Limpopo<br \/><strong>Supervisor<\/strong>: TBA<\/p><p>In earlier years, deep learning, a subset of machine learning that comprises methods like convolutional neural networks, was extensively researched and used in a range of industries, including agriculture.<\/p><p><br \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Tshegofatso Sekgobela, University of LimpopoSupervisor: TBA In earlier years, deep learning, a subset of machine learning that comprises methods like convolutional neural networks, was extensively researched and used in a range of industries, including agriculture.<\/p>\n","protected":false},"author":1,"featured_media":4489,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-3888","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-capstone-projects"],"_links":{"self":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3888","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=3888"}],"version-history":[{"count":1,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3888\/revisions"}],"predecessor-version":[{"id":4418,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3888\/revisions\/4418"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4489"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=3888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=3888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=3888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}