{"id":5065,"date":"2022-08-31T15:28:47","date_gmt":"2022-08-31T19:28:47","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=5065"},"modified":"2025-04-15T13:27:31","modified_gmt":"2025-04-15T17:27:31","slug":"hailee-dang","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/ds488\/hailee-dang\/","title":{"rendered":"Hailee Dang"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">About me <\/h3>\n\n\n\n<p>My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance and Data and Business Analytics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">My project <\/h3>\n\n\n\n<h5 class=\"wp-block-heading\">Abstract <\/h5>\n\n\n\n<p>This paper investigates and proposes an approach to flower recognition by building Convolutional Neural Networks using Tensorflow, an open-source dataflow and machine learning library. The methodology will be experimented using a data set of 107 different species of flower from Alexander Mamaev&#8217;s data collection and Maria-Elena Nilsback and Andrew Zisserman&#8217;s Oxford 102.<\/p>\n\n\n\n<p>Keywords: neural networks, flower recognition, image data set, image processing, machine learning<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Architecture diagram <\/h5>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"760\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Screen-Shot-2022-12-14-at-12.41.47-PM-1024x760.png\" alt=\"\" class=\"wp-image-6281\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Screen-Shot-2022-12-14-at-12.41.47-PM-1024x760.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Screen-Shot-2022-12-14-at-12.41.47-PM-300x223.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Screen-Shot-2022-12-14-at-12.41.47-PM-768x570.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Screen-Shot-2022-12-14-at-12.41.47-PM-1536x1139.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">Poster<\/h5>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"878\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Flower-Recognition-Using-Machine-Learning-1024x878.jpg\" alt=\"\" class=\"wp-image-6289\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Flower-Recognition-Using-Machine-Learning-1024x878.jpg 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Flower-Recognition-Using-Machine-Learning-300x257.jpg 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Flower-Recognition-Using-Machine-Learning-768x658.jpg 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/12\/Flower-Recognition-Using-Machine-Learning-1536x1317.jpg 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\"><a href=\"https:\/\/code.cs.earlham.edu\/htdang18\/ds488-flower-recognition\">Gitlab<\/a><\/h5>\n\n\n\n<h5 class=\"wp-block-heading\"><a href=\"https:\/\/youtu.be\/CplnkJj-yRU\">Software demonstration video<\/a>  <\/h5>\n","protected":false},"excerpt":{"rendered":"<p>About me My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance and Data and Business Analytics. My project Abstract This paper investigates and proposes an approach to flower recognition by building Convolutional Neural &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/ds488\/hailee-dang\/\">Read More<\/a><\/p>\n","protected":false},"author":120,"featured_media":0,"parent":5060,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5065","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hailee Dang - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/ds488\/hailee-dang\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hailee Dang - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"About me My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance and Data and Business Analytics. 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