{"id":3982,"date":"2022-02-19T16:32:00","date_gmt":"2022-02-19T09:32:00","guid":{"rendered":"https:\/\/www.tni.ac.th\/tnic\/?p=3982"},"modified":"2022-02-18T17:00:33","modified_gmt":"2022-02-18T10:00:33","slug":"bettanet-a-deep-learning-architecture-for-classification-of-wild-siamese-betta-species","status":"publish","type":"post","link":"https:\/\/www.tni.ac.th\/tnic\/bettanet-a-deep-learning-architecture-for-classification-of-wild-siamese-betta-species\/","title":{"rendered":"BettaNet: A Deep Learning Architecture for Classification of Wild Siamese Betta Species"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>IOP Conference Series: Materials Science and Engineering<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Voravarun Pattana-anake<sup>1<\/sup>,&nbsp;Pimsiri Danphitsanuparn<sup>2<\/sup>&nbsp;and&nbsp;Ferdin Joe John Joseph<sup>1<\/sup> Published under licence by IOP Publishing Ltd <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Citation<\/strong>&nbsp;Voravarun Pattana-anake&nbsp;<em>et al<\/em>&nbsp;2021&nbsp;<em>IOP Conf. Ser.: Mater. Sci. Eng.<\/em>&nbsp;<strong>1055<\/strong>&nbsp;012104<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img fetchpriority=\"high\" decoding=\"async\" width=\"437\" height=\"237\" src=\"https:\/\/www.tni.ac.th\/tnic\/wp-content\/uploads\/2022\/02\/DSA_News-1.png\" alt=\"\" class=\"wp-image-3984\" srcset=\"https:\/\/www.tni.ac.th\/tnic\/wp-content\/uploads\/2022\/02\/DSA_News-1.png 437w, https:\/\/www.tni.ac.th\/tnic\/wp-content\/uploads\/2022\/02\/DSA_News-1-300x163.png 300w\" sizes=\"(max-width: 437px) 100vw, 437px\" \/><figcaption>Wild Betta Species from Thailand<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ms-voravarun-pattana-anake-ms-pimsiri-danphitsanuparn-data-science-and-analytics-dsa-tnic-students-and-dr-ferdin-joe-john-joseph-thai-nichi-international-college-faculty-member-have-created-bettanet-a-deep-learning-architecture-for-classification-of-wild-siamese-betta-species-with-the-ability-to-publish-on-iop-conference-series-materials-science-and-engineering\">Ms. Voravarun Pattana-anake, Ms. Pimsiri Danphitsanuparn, Data Science and Analytics (DSA-TNIC) students and Dr. Ferdin Joe John Joseph, Thai-Nichi International College faculty member<strong> have created &#8220;BettaNet: A Deep Learning Architecture for Classification of Wild Siamese Betta Species&#8221; with the ability to publish on IOP (Conference Series: Materials Science and Engineering. <\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"has-vivid-red-color has-text-color wp-block-heading\" id=\"open-access-bettanet-a-deep-learning-architecture-for-classification-of-wild-siamese-betta-species\"><strong>OPEN ACCESS <\/strong><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/1055\/1\/012104\" data-type=\"URL\" data-id=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/1055\/1\/012104\">BettaNet: A Deep Learning Architecture for Classification of Wild Siamese Betta Species<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"has-vivid-red-color has-text-color wp-block-heading\" id=\"article-pdf-click-here\"><strong>Article PDF<\/strong> <a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/1055\/1\/012104\/pdf\" data-type=\"URL\" data-id=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/1055\/1\/012104\/pdf\">CLICK HERE<\/a><\/h3>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"conference-series\">CONFERENCE SERIES<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>IOP Publishing is one of the world\u2019s largest conference proceedings publishers, providing organisers and authors with a fast, easy to use and effective publication process. <\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong><a href=\"https:\/\/iopscience.iop.org\/volume\/1757-899X\/1055\">Volume 1055<\/a> International Virtual Conference on Robotics, Automation, Intelligent Systems and Energy (IVC RAISE 2020) 15th December 2020, Erode, India<\/strong><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"accepted-papers-received-12-january-2021published-online-19-february-2021\"><strong>Accepted papers received: 12 January 2021<br>Published online: 19 February 2021<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>IOP Conference Series: Materials Science and Engineering Voravarun Pattana-anake1,&nbsp;Pimsiri Danphitsanuparn2&nbsp;and&nbsp;Ferdin Joe John Joseph1 Published under licence by IOP Publishing Ltd [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3983,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[1],"tags":[317,298,320,318,322,316,294,314,306,321,315],"class_list":["post-3982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news_activities","tag-automation","tag-datascience","tag-dsa","tag-erode","tag-india","tag-international-virtual-conference-on-robotics","tag-internationalcollege","tag-iop-conference-series-materials-science-and-engineering","tag-tnic","tag-tnicstudent","tag-volume-1055"],"_links":{"self":[{"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/posts\/3982","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/comments?post=3982"}],"version-history":[{"count":12,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/posts\/3982\/revisions"}],"predecessor-version":[{"id":4009,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/posts\/3982\/revisions\/4009"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/media\/3983"}],"wp:attachment":[{"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/media?parent=3982"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/categories?post=3982"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tni.ac.th\/tnic\/wp-json\/wp\/v2\/tags?post=3982"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}