{"id":3612,"date":"2020-10-18T22:52:30","date_gmt":"2020-10-18T15:52:30","guid":{"rendered":"https:\/\/gulfthai.com\/?p=3612"},"modified":"2021-03-18T22:56:45","modified_gmt":"2021-03-18T15:56:45","slug":"%e0%b9%82%e0%b8%84%e0%b8%a3%e0%b8%87%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%ad%e0%b8%9a%e0%b8%a3%e0%b8%a1-artificial-intelligent-robot-part-3","status":"publish","type":"post","link":"https:\/\/gulfthai.com\/?p=3612","title":{"rendered":"\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 3)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/gulfthai.com\/?p=2637\">\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 1)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/gulfthai.com\/?p=2986\">\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 2)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/gulfthai.com\/?p=3612\">\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 3)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/gulfthai.com\/?p=2903\">Artificial Intelligent Robot Project 2020<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deep Learning and Vision System<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e08\u0e1a\u0e44\u0e1b\u0e41\u0e25\u0e49\u0e27\u0e2a\u0e38\u0e14\u0e2a\u0e31\u0e1b\u0e14\u0e32\u0e2b\u0e4c\u0e19\u0e35\u0e49\u200b\u0e04\u0e23\u0e31\u0e1a\u200b \u0e19\u0e33\u0e17\u0e35\u0e21\u0e42\u0e14\u0e22\u200b \u0e14\u0e23.\u0e1e\u0e07\u0e28\u0e01\u0e23\u200b \u0e41\u0e25\u0e30\u200b \u0e2d.\u0e17\u0e23\u0e07\u0e0a\u0e31\u0e22\u200b \u0e21\u0e35\u0e17\u0e48\u0e32\u0e19\u0e21\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19\u0e40\u0e23\u0e35\u0e22\u0e19\u0e40\u0e1e\u0e34\u0e48\u0e21\u200b\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e20\u0e32\u0e29\u0e32\u200b Python3 \u0e01\u0e32\u0e23\u0e23\u0e31\u0e1a\u0e20\u0e32\u0e1e\u0e08\u0e32\u0e01\u0e01\u0e25\u0e49\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e23\u0e30\u0e1a\u0e1a\u200b Vision\u200b \u0e01\u0e32\u0e23\u200b setup \u0e23\u0e30\u0e1a\u0e1a\u0e42\u0e1e\u0e01\u0e31\u0e2a \u0e23\u0e39\u0e23\u0e31\u0e1a\u0e41\u0e2a\u0e07\u200b \u0e04\u0e27\u0e32\u0e21\u0e22\u0e32\u0e27\u0e40\u0e25\u0e19\u0e2a\u0e4c\u200b \u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e0a\u0e34\u0e49\u0e19\u0e07\u0e32\u0e19\u200b \u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e01\u0e23\u0e2d\u0e07\u0e20\u0e32\u0e1e\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e07\u0e32\u0e19\u200b Machine\u200b Vision\u200b \u0e41\u0e15\u0e48\u0e25\u0e30\u0e01\u0e25\u0e38\u0e48\u0e21\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e17\u0e35\u0e48\u0e27\u0e34\u0e48\u0e07\u0e1a\u0e19\u0e2a\u0e32\u0e22\u0e1e\u0e32\u0e19\u200b Detection, \u200bTracking, Pattern Matching \u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u200b AI, Deep Learning \u0e01\u0e31\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e40\u0e25\u0e22\u0e04\u0e23\u0e31\u0e1a\u200b \u0e2a\u0e31\u0e1b\u0e14\u0e32\u0e2b\u0e4c\u0e16\u0e31\u0e14\u0e44\u0e1b<a href=\"https:\/\/www.facebook.com\/hashtag\/eec?__eep__=6&amp;__cft__[0]=AZVo_FHnAlSIfc1YYkfQ_ndWDWeIA1tfibC-2BS3_9StvCWAHqOmxaYN460bH-1OZaAMXzakghSHdNy8ySacMorRklJ9f7LAPpahCzjKCsfnMo8Ae59AQVyqZTeYYueJ2CfVLJ2CJfdW_AcW7yYFNkEpRaAK02yqO2xsaApHR5MDERq3ZNEHFMS9Ud5HiHrl3u8&amp;__tn__=*NK-R\">#EEC<\/a>\u200b <a href=\"https:\/\/www.facebook.com\/hashtag\/%E0%B9%80%E0%B8%81%E0%B8%A9%E0%B8%95%E0%B8%A3%E0%B8%A8%E0%B8%B2%E0%B8%AA%E0%B8%95%E0%B8%A3%E0%B9%8C?__eep__=6&amp;__cft__[0]=AZVo_FHnAlSIfc1YYkfQ_ndWDWeIA1tfibC-2BS3_9StvCWAHqOmxaYN460bH-1OZaAMXzakghSHdNy8ySacMorRklJ9f7LAPpahCzjKCsfnMo8Ae59AQVyqZTeYYueJ2CfVLJ2CJfdW_AcW7yYFNkEpRaAK02yqO2xsaApHR5MDERq3ZNEHFMS9Ud5HiHrl3u8&amp;__tn__=*NK-R\">#\u0e40\u0e01\u0e29\u0e15\u0e23\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/%E0%B8%9A%E0%B8%B1%E0%B8%93%E0%B8%91%E0%B8%B4%E0%B8%95%E0%B8%9E%E0%B8%B1%E0%B8%99%E0%B8%98%E0%B8%B8%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88?__eep__=6&amp;__cft__[0]=AZVo_FHnAlSIfc1YYkfQ_ndWDWeIA1tfibC-2BS3_9StvCWAHqOmxaYN460bH-1OZaAMXzakghSHdNy8ySacMorRklJ9f7LAPpahCzjKCsfnMo8Ae59AQVyqZTeYYueJ2CfVLJ2CJfdW_AcW7yYFNkEpRaAK02yqO2xsaApHR5MDERq3ZNEHFMS9Ud5HiHrl3u8&amp;__tn__=*NK-R\">#\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15\u0e1e\u0e31\u0e19\u0e18\u0e38\u0e4c\u0e43\u0e2b\u0e21\u0e48<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/ku?__eep__=6&amp;__cft__[0]=AZVo_FHnAlSIfc1YYkfQ_ndWDWeIA1tfibC-2BS3_9StvCWAHqOmxaYN460bH-1OZaAMXzakghSHdNy8ySacMorRklJ9f7LAPpahCzjKCsfnMo8Ae59AQVyqZTeYYueJ2CfVLJ2CJfdW_AcW7yYFNkEpRaAK02yqO2xsaApHR5MDERq3ZNEHFMS9Ud5HiHrl3u8&amp;__tn__=*NK-R\">#KU<\/a> <a href=\"https:\/\/gulfthai.com\/?page_id=1201\">\u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c \u0e14\u0e23.\u0e01\u0e34\u0e15\u0e15\u0e34\u0e1e\u0e07\u0e29\u0e4c \u0e40\u0e22\u0e32\u0e27\u0e32\u0e08\u0e32<\/a>&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/4384849721556630\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\n\nPython\u200b Vision\u200b Programming\u200b at KU Sriracha.IIntelligent Vision #KU <a href=\"https:\/\/www.facebook.com\/hashtag\/eec?__eep__=6&amp;__cft__[0]=AZVGuEbNywzVrpDtOv3Z18OOsOtY3o3u0QLFxCaZh9_vp-IZPSGTKOsMHo1BwNSgyKzH1qIfXf5yZ_h0wb3s0H8AGR56y-hDjosk3llkox04NenxwSasb817SqgnhrKnLmDrsBV0hRoIZLUFHrp4XjzVfRkQIZXzlVAt5ToHeL9k_rL5wZoV2bPNGshc8AE8EPE&amp;__tn__=*NK-R\">#EEC<\/a>\u200b <a href=\"https:\/\/www.facebook.com\/hashtag\/sriracha?__eep__=6&amp;__cft__[0]=AZVGuEbNywzVrpDtOv3Z18OOsOtY3o3u0QLFxCaZh9_vp-IZPSGTKOsMHo1BwNSgyKzH1qIfXf5yZ_h0wb3s0H8AGR56y-hDjosk3llkox04NenxwSasb817SqgnhrKnLmDrsBV0hRoIZLUFHrp4XjzVfRkQIZXzlVAt5ToHeL9k_rL5wZoV2bPNGshc8AE8EPE&amp;__tn__=*NK-R\">#sriracha<\/a>Deep\u200b into the technology.<a href=\"https:\/\/www.facebook.com\/hashtag\/%E0%B8%9A%E0%B8%B1%E0%B8%93%E0%B8%91%E0%B8%B4%E0%B8%95%E0%B8%9E%E0%B8%B1%E0%B8%99%E0%B8%98%E0%B8%B8%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88?__eep__=6&amp;__cft__[0]=AZVGuEbNywzVrpDtOv3Z18OOsOtY3o3u0QLFxCaZh9_vp-IZPSGTKOsMHo1BwNSgyKzH1qIfXf5yZ_h0wb3s0H8AGR56y-hDjosk3llkox04NenxwSasb817SqgnhrKnLmDrsBV0hRoIZLUFHrp4XjzVfRkQIZXzlVAt5ToHeL9k_rL5wZoV2bPNGshc8AE8EPE&amp;__tn__=*NK-R\">#\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15\u0e1e\u0e31\u0e19\u0e18\u0e38\u0e4c\u0e43\u0e2b\u0e21\u0e48<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/ku?__eep__=6&amp;__cft__[0]=AZVGuEbNywzVrpDtOv3Z18OOsOtY3o3u0QLFxCaZh9_vp-IZPSGTKOsMHo1BwNSgyKzH1qIfXf5yZ_h0wb3s0H8AGR56y-hDjosk3llkox04NenxwSasb817SqgnhrKnLmDrsBV0hRoIZLUFHrp4XjzVfRkQIZXzlVAt5ToHeL9k_rL5wZoV2bPNGshc8AE8EPE&amp;__tn__=*NK-R\">#KU<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/4398588600182742\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/4486533204721614\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\n\n\u0e40\u0e1b\u0e34\u0e14\u0e2a\u0e2d\u0e19\u200b Deep Learning\u200b \u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e1a\u200b\u0e07\u0e32\u0e19 Vision\u200b \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e2d\u0e38\u0e1b\u0e01\u0e23\u0e13\u0e4c\u0e08\u0e23\u0e34\u0e07\u0e04\u0e23\u0e31\u0e1a\u200b Neural Network \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25 \u0e21.\u0e40\u0e01\u0e29\u0e15\u0e23 \u0e28\u0e23\u0e35\u0e23\u0e32\u0e0a\u0e32\u0e04\u0e23\u0e31\u0e1a\u0e17\u0e35\u0e21\u0e01\u0e25\u0e38\u0e48\u0e21\u0e27\u0e34\u0e08\u0e31\u0e22 RAAS<a href=\"https:\/\/l.facebook.com\/l.php?u=http%3A%2F%2FFb.com%2FRAAS.Rg&amp;h=AT18jfD6_B6W2gLScHgQcKeofrQgC7fgBur8c1ZX-4CSaU-wpKdvLAlFK1Y_7ajO1u8c-jADIvwGCFf4UAJU5ZKwhaWwtU4Vcyobd01Jl9xMaF4k6ZSyl14Z-EyfS5Bog10W&amp;__tn__=-UK-R&amp;c[0]=AT1XS9cCBVD3zSDWe7PUFdUkao14uTipSv3nVOxs2bzBO6BSux9nIes--LfauFyDnYlN8-L-mBXW3oSEXaZSPn64DmUJ4sdMvYZ3oVgtA5Ns7vmHgszB6882P9KREY-1gH7wwWk3CRdiLSC6tNQNIlmBZ_CEiXXJ6QPboRPRpq3Om0srVSk78Z4hEKXgXow\" rel=\"noreferrer noopener\" target=\"_blank\">Fb.com\/RAAS.Rg<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/%E0%B8%9A%E0%B8%B1%E0%B8%93%E0%B8%91%E0%B8%B4%E0%B8%95%E0%B8%9E%E0%B8%B1%E0%B8%99%E0%B8%98%E0%B8%B8%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88?__eep__=6&amp;__cft__[0]=AZVi3wHN4lYoZo1hOSbpAgPmFKQs__GaH1dQJY11l7nX_72TvGnF844OG4sMzIse6tB_3K2N0MzWhYkcxjqXULDWO8npAM2CsIzfc-Y26MhlL5UorJZ2TXKPnHWvvof2zOnatO9e_X470wXTanUGKvrVlMx5kc3vuRxYpB_O_mGhSMfmt8U9Mf0BT7AQYjpG4VI&amp;__tn__=*NK-R\">#\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15\u0e1e\u0e31\u0e19\u0e18\u0e38\u0e4c\u0e43\u0e2b\u0e21\u0e48<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/ku?__eep__=6&amp;__cft__[0]=AZVi3wHN4lYoZo1hOSbpAgPmFKQs__GaH1dQJY11l7nX_72TvGnF844OG4sMzIse6tB_3K2N0MzWhYkcxjqXULDWO8npAM2CsIzfc-Y26MhlL5UorJZ2TXKPnHWvvof2zOnatO9e_X470wXTanUGKvrVlMx5kc3vuRxYpB_O_mGhSMfmt8U9Mf0BT7AQYjpG4VI&amp;__tn__=*NK-R\">#KU<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/4459612324080369\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"> \u0e21\u0e32\u0e14\u0e39\u200b Deep Learning\u200b \u0e01\u0e31\u0e1a\u0e17\u0e35\u0e21\u0e19\u0e31\u0e01\u0e27\u0e34\u0e08\u0e31\u0e22\u0e2b\u0e38\u0e48\u0e19\u0e22\u0e19\u0e15\u0e4c\u200b RAAS0&#8230;\u0e22\u0e34\u0e07\u0e41\u0e2a\u0e07\u200b LED \u0e25\u0e07\u0e1a\u0e19\u0e2a\u0e32\u0e22\u0e1e\u0e32\u0e19\u0e17\u0e35\u0e48\u0e21\u0e35\u0e27\u0e31\u0e15\u0e16\u0e38\u0e27\u0e34\u0e48\u0e07\u200b \u0e1b\u0e23\u0e31\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e40\u0e23\u0e47\u0e27\u0e2a\u0e32\u0e22\u0e1e\u0e32\u0e19\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e48\u0e2d\u0e191. \u0e08\u0e31\u0e14\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u200b&#8230; \u0e23\u0e31\u0e1a\u0e20\u0e32\u0e1e\u0e08\u0e32\u0e01\u0e01\u0e25\u0e49\u0e2d\u0e07\u200b\u0e40\u0e02\u0e49\u0e32 \u0e08\u0e31\u0e14\u0e23\u0e30\u0e22\u0e30\u0e0a\u0e31\u0e14\u0e25\u0e36\u0e01\u200b \u0e23\u0e30\u0e22\u0e30\u0e42\u0e1e\u0e01\u0e31\u0e2a\u200b \u0e1b\u0e23\u0e31\u0e1a\u0e41\u0e2a\u0e07\u200b\u0e41\u0e25\u0e30\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07\u200b\u0e41\u0e2a\u0e07\u200b \u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01\u0e20\u0e32\u0e1e\u200b  \u0e1b\u0e23\u0e31\u0e1a\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u200b\u0e20\u0e32\u0e1e\u200b \u0e08\u0e31\u0e14\u0e16\u0e48\u0e32\u0e22\u0e20\u0e32\u0e1e\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e08\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u200b AI2. \u0e01\u0e33\u0e2b\u0e19\u0e14\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e2a\u0e21\u0e2d\u0e07\u0e40\u0e17\u0e35\u0e22\u0e21&#8230; \u0e25\u0e31\u0e01\u0e29\u0e13\u0e30\u0e02\u0e2d\u0e07\u200b\u0e2a\u0e21\u0e01\u0e32\u0e23\u0e41\u0e15\u0e48\u0e25\u0e30\u200b layer \u0e16\u0e49\u0e32\u0e08\u0e30\u0e08\u0e14\u0e08\u0e33\u0e20\u0e32\u0e1e\u0e01\u0e47\u0e19\u0e34\u0e22\u0e21\u0e43\u0e0a\u0e49\u200b convolution&#8230;\u200b\u0e0a\u0e31\u0e49\u0e19\u200b \u0e15\u0e32\u0e21\u0e14\u0e49\u0e27\u0e22\u200b flatten, \u0e41\u0e25\u0e49\u0e27\u200b\u0e01\u0e47\u200b\u0e41\u0e1a\u0e1a\u200b dense \u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e19\u0e2b\u0e21\u0e14 \u0e01\u0e33\u0e2b\u0e19\u0e14\u0e0a\u0e19\u0e34\u0e14\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c\u200b\u0e15\u0e32\u0e21\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04\u0e2a\u0e48\u0e27\u0e19\u0e15\u0e31\u0e27\u200b3. \u0e01\u0e33\u0e2b\u0e19\u0e14\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49&#8230; \u0e14\u0e49\u0e27\u0e22\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e17\u0e32\u0e07\u0e04\u0e13\u0e34\u0e15\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u200b back propagation \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e31\u0e1a\u0e04\u0e48\u0e32\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c\u200b \u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e04\u0e27\u0e32\u0e21\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u200b \u0e41\u0e25\u0e30\u0e08\u0e33\u0e19\u0e27\u0e19\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u200b \u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e46\u200b4. \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49&#8230; \u0e17\u0e14\u0e2a\u0e2d\u0e1a\u0e14\u0e49\u0e27\u0e22\u0e2d\u0e35\u0e01\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u200b \u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e41\u0e25\u0e49\u0e27\u0e2a\u0e23\u0e38\u0e1b&#8230; \u0e17\u0e33\u0e44\u0e21\u200b AI\u200b \u0e1f\u0e31\u0e07\u0e14\u0e39\u0e07\u0e48\u0e32\u0e22\u0e46\u200b \u0e41\u0e15\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e04\u0e34\u0e14\u0e08\u0e19\u0e1b\u0e27\u0e14\u0e2b\u0e31\u0e27#KU\u200b <a href=\"https:\/\/www.facebook.com\/hashtag\/robot?__eep__=6&amp;__cft__[0]=AZX8GjcYuWZQl_JXgxXIa5r6lFIxgKiXH8edFHCafbYx6KLLohOIcuGTrNw0NiwlcsY_0MjUM-cg1fEwvuzEo0M5pJ2rx7USm_aFB0Lj1BjjKYsknOMLsSprhjmHVfPgysgwibksVs3qcSRLhaQxmE3Sa6RWha39kiR4MLachuzNJ9iuVEu2we8-Wr9-JS393wI&amp;__tn__=*NK-R\">#robot<\/a>\u200b <a href=\"https:\/\/www.facebook.com\/hashtag\/eec?__eep__=6&amp;__cft__[0]=AZX8GjcYuWZQl_JXgxXIa5r6lFIxgKiXH8edFHCafbYx6KLLohOIcuGTrNw0NiwlcsY_0MjUM-cg1fEwvuzEo0M5pJ2rx7USm_aFB0Lj1BjjKYsknOMLsSprhjmHVfPgysgwibksVs3qcSRLhaQxmE3Sa6RWha39kiR4MLachuzNJ9iuVEu2we8-Wr9-JS393wI&amp;__tn__=*NK-R\">#eec<\/a>\u200b <a href=\"https:\/\/www.facebook.com\/hashtag\/ai?__eep__=6&amp;__cft__[0]=AZX8GjcYuWZQl_JXgxXIa5r6lFIxgKiXH8edFHCafbYx6KLLohOIcuGTrNw0NiwlcsY_0MjUM-cg1fEwvuzEo0M5pJ2rx7USm_aFB0Lj1BjjKYsknOMLsSprhjmHVfPgysgwibksVs3qcSRLhaQxmE3Sa6RWha39kiR4MLachuzNJ9iuVEu2we8-Wr9-JS393wI&amp;__tn__=*NK-R\">#AI<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/%E0%B8%9A%E0%B8%B1%E0%B8%93%E0%B8%91%E0%B8%B4%E0%B8%95%E0%B8%9E%E0%B8%B1%E0%B8%99%E0%B8%98%E0%B8%B8%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88?__eep__=6&amp;__cft__[0]=AZX8GjcYuWZQl_JXgxXIa5r6lFIxgKiXH8edFHCafbYx6KLLohOIcuGTrNw0NiwlcsY_0MjUM-cg1fEwvuzEo0M5pJ2rx7USm_aFB0Lj1BjjKYsknOMLsSprhjmHVfPgysgwibksVs3qcSRLhaQxmE3Sa6RWha39kiR4MLachuzNJ9iuVEu2we8-Wr9-JS393wI&amp;__tn__=*NK-R\">#\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15\u0e1e\u0e31\u0e19\u0e18\u0e38\u0e4c\u0e43\u0e2b\u0e21\u0e48<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/ku?__eep__=6&amp;__cft__[0]=AZX8GjcYuWZQl_JXgxXIa5r6lFIxgKiXH8edFHCafbYx6KLLohOIcuGTrNw0NiwlcsY_0MjUM-cg1fEwvuzEo0M5pJ2rx7USm_aFB0Lj1BjjKYsknOMLsSprhjmHVfPgysgwibksVs3qcSRLhaQxmE3Sa6RWha39kiR4MLachuzNJ9iuVEu2we8-Wr9-JS393wI&amp;__tn__=*NK-R\">#KU<\/a><\/p>\n\n\n\n<figure class=\"wp-block-embed-facebook wp-block-embed is-type-rich is-provider-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"fb-post\" data-href=\"https:\/\/www.facebook.com\/Dr.Kittipong\/posts\/4486533204721614\" data-width=\"552\" style=\"background-color: #fff; display: inline-block;\"><\/div>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 1) \u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 2) \u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e2d\u0e1a\u0e23\u0e21 Artificial Intelligent Robot (Part 3) Artificial Intelligent Robot Project 2020 Deep Learning and Vision System \u0e08\u0e1a\u0e44\u0e1b\u0e41\u0e25\u0e49\u0e27\u0e2a\u0e38\u0e14\u0e2a\u0e31\u0e1b\u0e14\u0e32\u0e2b\u0e4c\u0e19\u0e35\u0e49\u200b\u0e04\u0e23\u0e31\u0e1a\u200b \u0e19\u0e33\u0e17\u0e35\u0e21\u0e42\u0e14\u0e22\u200b \u0e14\u0e23.\u0e1e\u0e07\u0e28\u0e01\u0e23\u200b \u0e41\u0e25\u0e30\u200b \u0e2d.\u0e17\u0e23\u0e07\u0e0a\u0e31\u0e22\u200b \u0e21\u0e35\u0e17\u0e48\u0e32\u0e19\u0e21\u0e32\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19\u0e40\u0e23\u0e35\u0e22\u0e19\u0e40\u0e1e\u0e34\u0e48\u0e21\u200b\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e20\u0e32\u0e29\u0e32\u200b Python3 \u0e01\u0e32\u0e23\u0e23\u0e31\u0e1a\u0e20\u0e32\u0e1e\u0e08\u0e32\u0e01\u0e01\u0e25\u0e49\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25\u0e23\u0e30\u0e1a\u0e1a\u200b Vision\u200b \u0e01\u0e32\u0e23\u200b setup \u0e23\u0e30\u0e1a\u0e1a\u0e42\u0e1e\u0e01\u0e31\u0e2a \u0e23\u0e39\u0e23\u0e31\u0e1a\u0e41\u0e2a\u0e07\u200b \u0e04\u0e27\u0e32\u0e21\u0e22\u0e32\u0e27\u0e40\u0e25\u0e19\u0e2a\u0e4c\u200b \u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e0a\u0e34\u0e49\u0e19\u0e07\u0e32\u0e19\u200b \u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e01\u0e23\u0e2d\u0e07\u0e20\u0e32\u0e1e\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e01\u0e31\u0e1a\u0e07\u0e32\u0e19\u200b Machine\u200b Vision\u200b \u0e41\u0e15\u0e48\u0e25\u0e30\u0e01\u0e25\u0e38\u0e48\u0e21\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e15\u0e23\u0e27\u0e08\u0e08\u0e31\u0e1a\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e17\u0e35\u0e48\u0e27\u0e34\u0e48\u0e07\u0e1a\u0e19\u0e2a\u0e32\u0e22\u0e1e\u0e32\u0e19\u200b Detection, \u200bTracking, Pattern Matching \u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u200b AI, Deep Learning<br \/><a class=\"read-more\" href=\"https:\/\/gulfthai.com\/?p=3612\">Complete Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-3612","post","type-post","status-publish","format-standard","hentry","category-engineering"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/posts\/3612","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3612"}],"version-history":[{"count":2,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/posts\/3612\/revisions"}],"predecessor-version":[{"id":3617,"href":"https:\/\/gulfthai.com\/index.php?rest_route=\/wp\/v2\/posts\/3612\/revisions\/3617"}],"wp:attachment":[{"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3612"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3612"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gulfthai.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3612"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}