{"id":12780,"global_id":"www.ict.mahidol.ac.th\/th?id=12780","global_id_lineage":["www.ict.mahidol.ac.th\/th?id=12780"],"author":"1","status":"publish","date":"2024-06-14 14:56:29","date_utc":"2024-06-14 07:56:29","modified":"2024-06-14 15:09:55","modified_utc":"2024-06-14 08:09:55","url":"https:\/\/www.ict.mahidol.ac.th\/th\/event\/ai-for-image-processing\/","rest_url":"https:\/\/www.ict.mahidol.ac.th\/th\/wp-json\/tribe\/events\/v1\/events\/12780","title":"\u0e2d\u0e1a\u0e23\u0e21\u0e40\u0e0a\u0e34\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23 \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 AI Introduction for Image Processing","description":"<section class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_row_inner gap=&#8221;5&#8243;][vc_column_inner width=&#8221;1\/3&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<a itemprop=\"url\" href=\"https:\/\/www2.ict.mahidol.ac.th\/academicservices\/TechTransferRegis\/Register.aspx?EventID=465\" target=\"_blank\" style=\"background-color: #dd3333\" class=\"eltdf-btn eltdf-btn-medium eltdf-btn-solid eltdf-btn-arrow\"  >\n    <span class=\"eltdf-btn-text\">\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19 \u0e04\u0e25\u0e34\u0e01<\/span>\n    <\/a>[\/vc_column_inner][\/vc_row_inner][vc_tta_tabs style=&#8221;modern&#8221; shape=&#8221;square&#8221; color=&#8221;violet&#8221; active_section=&#8221;1&#8243;][vc_tta_section title=&#8221;\u0e2b\u0e25\u0e31\u0e01\u0e01\u0e32\u0e23\u0e41\u0e25\u0e30\u0e40\u0e2b\u0e15\u0e38\u0e1c\u0e25&#8221; tab_id=&#8221;1718352248796-b5a3950d-980d&#8221;][vc_single_image image=&#8221;12784&#8243; img_size=&#8221;full&#8221; onclick=&#8221;link_image&#8221;][vc_column_text]<\/p>\n<h3>\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e19\u0e35\u0e49\u0e40\u0e23\u0e35\u0e22\u0e19\u0e41\u0e25\u0e49\u0e27\u0e44\u0e14\u0e49\u0e2d\u0e30\u0e44\u0e23\u0e1a\u0e49\u0e32\u0e07 :<\/h3>\n<ul>\n<li>\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a Basic Python program for machine learning<\/li>\n<li>\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e43\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e02\u0e2d\u0e07 NN and CNN<\/li>\n<li>\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e43\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e02\u0e2d\u0e07 CNN\u2019s ability for image analysis<\/li>\n<li>\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e43\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e02\u0e2d\u0e07 Hand-on experience on image analysis<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e01\u0e32\u0e23&#8221; tab_id=&#8221;1718352248800-0122f009-37db&#8221;][vc_column_text]<\/p>\n<h3>\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d\u0e2d\u0e1a\u0e23\u0e21:<\/h3>\n<ul>\n<li>Environment setup<\/li>\n<li>Basic Python for AI<\/li>\n<li>Basic tools e.g. TensorFlow, OpenCV<\/li>\n<li>Introduction to NN\/CNN<\/li>\n<li>Components of CNN<\/li>\n<li>Basic CNN implementation for object classification and object localization<\/li>\n<li>CNN optimization<\/li>\n<li>Project discussion<\/li>\n<\/ul>\n<h3>\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e2d\u0e1a\u0e23\u0e21\u0e04\u0e27\u0e23\u0e21\u0e35\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19:<\/h3>\n<ul>\n<li>Python programing<\/li>\n<li>Neural network and\/or Convolutional neural network \u0e41\u0e1a\u0e1a\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e2b\u0e23\u0e37\u0e2d\u0e1a\u0e32\u0e07\u0e2a\u0e48\u0e27\u0e19<\/li>\n<\/ul>\n<p>** (\u0e2b\u0e32\u0e01\u0e44\u0e21\u0e48\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e21\u0e32\u0e01\u0e48\u0e2d\u0e19 \u0e43\u0e2b\u0e49\u0e23\u0e30\u0e1a\u0e38\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e08\u0e30\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e1b\u0e39\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e43\u0e2b\u0e49\u0e2d\u0e35\u0e01\u0e04\u0e23\u0e31\u0e49\u0e07) **[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e23&#8221; tab_id=&#8221;1718352272098-4299ddb5-c034&#8243;][vc_column_text]<\/p>\n<h3>\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e23\u0e1c\u0e39\u0e49\u0e17\u0e23\u0e07\u0e04\u0e38\u0e13\u0e27\u0e38\u0e12\u0e34\u00a0 :<\/h3>\n<h4 style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12102 aligncenter\" src=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran.png\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" srcset=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran.png 887w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-600x600.png 600w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-150x150.png 150w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-768x768.png 768w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-650x650.png 650w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-300x300.png 300w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/06\/Assoc.-Prof.-Dr.-Worapan-Kusakunniran-100x100.png 100w\" alt=\"\" width=\"250\" height=\"250\" \/>\u0e23\u0e28. \u0e14\u0e23. \u0e27\u0e23\u0e1e\u0e31\u0e19\u0e18\u0e4c \u0e04\u0e39\u0e48\u0e2a\u0e01\u0e38\u0e25\u0e19\u0e34\u0e23\u0e31\u0e19\u0e14\u0e23\u0e4c<\/h4>\n<ul>\n<li>\u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c\u0e1b\u0e23\u0e30\u0e08\u0e33 \u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23 (ICT) \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25<\/li>\n<li>\u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c\u0e1c\u0e39\u0e49\u0e40\u0e0a\u0e35\u0e48\u0e22\u0e27\u0e0a\u0e32\u0e0d\u0e17\u0e35\u0e48\u0e21\u0e32\u0e01\u0e14\u0e49\u0e27\u0e22\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e43\u0e19\u0e14\u0e49\u0e32\u0e19 AI \u0e41\u0e25\u0e30 Image Processing \u0e17\u0e31\u0e49\u0e07\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e2a\u0e32\u0e01\u0e25<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;\u0e04\u0e48\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19&#8221; tab_id=&#8221;1718352280596-cae14802-73be&#8221;][vc_column_text]<\/p>\n<h4>\u0e01\u0e32\u0e23\u0e0a\u0e33\u0e23\u0e30\u0e04\u0e48\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19 \u0e42\u0e1b\u0e23\u0e14\u0e23\u0e2d\u0e40\u0e08\u0e49\u0e32\u0e2b\u0e19\u0e49\u0e32\u0e17\u0e35\u0e48\u0e15\u0e34\u0e14\u0e15\u0e48\u0e2d\u0e01\u0e25\u0e31\u0e1a \u0e17\u0e32\u0e07 Email \u0e17\u0e35\u0e48\u0e17\u0e48\u0e32\u0e19\u0e2a\u0e21\u0e31\u0e04\u0e23\u0e21\u0e32<\/h4>\n<h4>\u0e2b\u0e25\u0e31\u0e01\u0e40\u0e01\u0e13\u0e11\u0e4c\u0e01\u0e32\u0e23\u0e04\u0e37\u0e19\u0e40\u0e07\u0e34\u0e19\u0e04\u0e48\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21<\/h4>\n<p>\u0e01\u0e23\u0e13\u0e35\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21 \u0e44\u0e21\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e40\u0e02\u0e49\u0e32\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21\u0e44\u0e14\u0e49 \u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21\u0e41\u0e08\u0e49\u0e07\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e02\u0e2d\u0e04\u0e37\u0e19\u0e40\u0e07\u0e34\u0e19\u0e04\u0e48\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19\u0e40\u0e1b\u0e47\u0e19\u0e25\u0e32\u0e22\u0e25\u0e31\u0e01\u0e29\u0e13\u0e4c\u0e2d\u0e31\u0e01\u0e29\u0e23\u0e15\u0e48\u0e2d\u0e1c\u0e39\u0e49\u0e08\u0e31\u0e14\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21\u0e23\u0e31\u0e1a\u0e17\u0e23\u0e32\u0e1a \u0e42\u0e14\u0e22\u0e21\u0e35\u0e2b\u0e25\u0e31\u0e01\u0e40\u0e01\u0e13\u0e11\u0e4c \u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<\/p>\n<table class=\"table table-bordered\">\n<thead>\n<tr>\n<td style=\"text-align: left;\" width=\"301\"><strong>\u0e23\u0e30\u0e22\u0e30\u0e40\u0e27\u0e25\u0e32\u0e41\u0e2a\u0e14\u0e07\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e07\u0e04\u0e4c\u0e02\u0e2d\u0e04\u0e37\u0e19\u0e40\u0e07\u0e34\u0e19<\/strong><\/td>\n<td style=\"text-align: left;\" width=\"301\"><strong>\u0e2d\u0e31\u0e15\u0e23\u0e32\u0e17\u0e35\u0e48\u0e04\u0e37\u0e19<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\" width=\"301\">1. \u0e44\u0e21\u0e48\u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 7 \u0e27\u0e31\u0e19\u0e01\u0e48\u0e2d\u0e19\u0e27\u0e31\u0e19\u0e08\u0e31\u0e14\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21<\/td>\n<td style=\"text-align: left;\" width=\"301\">100 %<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\" width=\"301\">2. \u0e19\u0e49\u0e2d\u0e22\u0e01\u0e27\u0e48\u0e32 7 \u0e27\u0e31\u0e19\u0e01\u0e48\u0e2d\u0e19\u0e27\u0e31\u0e19\u0e08\u0e31\u0e14\u0e1d\u0e36\u0e01\u0e2d\u0e1a\u0e23\u0e21<\/td>\n<td style=\"text-align: left;\" width=\"301\">75 % 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