{"id":10,"date":"2026-06-10T10:18:31","date_gmt":"2026-06-10T10:18:31","guid":{"rendered":"https:\/\/methoddaily.growthrowstory.com\/?p=10"},"modified":"2026-06-10T10:18:31","modified_gmt":"2026-06-10T10:18:31","slug":"danh-gia-thiet-ke-may-phan-loai-hat-giong-dang-lo-cua-trackfarm-buoc-dot-pha-trong-quan-ly-chat-luong-nong-nghiep","status":"publish","type":"post","link":"https:\/\/methoddaily.growthrowstory.com\/?p=10","title":{"rendered":"\u0110\u00e1nh Gi\u00e1 Thi\u1ebft K\u1ebf M\u00e1y Ph\u00e2n Lo\u1ea1i H\u1ea1t Gi\u1ed1ng D\u1ea1ng L\u1ed7 C\u1ee7a Trackfarm: B\u01b0\u1edbc \u0110\u1ed9t Ph\u00e1 Trong Qu\u1ea3n L\u00fd Ch\u1ea5t L\u01b0\u1ee3ng N\u00f4ng Nghi\u1ec7p"},"content":{"rendered":"<p>Trong ng\u00e0nh c\u00f4ng nghi\u1ec7p m\u00e1y m\u00f3c n\u00f4ng nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i, s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng ti\u00ean ti\u1ebfn \u0111ang l\u00e0m thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta ti\u1ebfp c\u1eadn vi\u1ec7c gieo tr\u1ed3ng. H\u00f4m nay, ch\u00fang ta s\u1ebd c\u00f9ng \u0111i s\u00e2u v\u00e0o \u0111\u00e1nh gi\u00e1 thi\u1ebft k\u1ebf c\u1ee7a m\u1ed9t trong nh\u1eefng gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 nh\u1ea5t hi\u1ec7n nay: M\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng d\u1ea1ng l\u1ed7 (hole-type inspector) c\u1ee7a Trackfarm. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u1ed7 m\u00e1y th\u00f4ng th\u01b0\u1eddng, m\u00e0 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng to\u00e0n di\u1ec7n, k\u1ebft h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 quang ph\u1ed5 Raman t\u0103ng c\u01b0\u1eddng b\u1ec1 m\u1eb7t (SERS) v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI).<\/p>\n<p>Vi\u1ec7c \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng h\u1ea1t gi\u1ed1ng v\u00e0 c\u00e2y gi\u1ed1ng l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh s\u1ef1 th\u00e0nh b\u1ea1i c\u1ee7a m\u1ecdi v\u1ee5 m\u00f9a. Tuy nhi\u00ean, nhi\u1ec1u trang tr\u1ea1i v\u00e0 v\u01b0\u1eddn \u01b0\u01a1m v\u1eabn \u0111ang gieo h\u1ea1t m\u00e0 kh\u00f4ng c\u00f3 s\u1ef1 ph\u00e2n lo\u1ea1i k\u1ef9 l\u01b0\u1ee1ng, d\u1eabn \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng nh\u1eefng h\u1ea1t gi\u1ed1ng k\u00e9m s\u1ee9c s\u1ed1ng, nhi\u1ec5m b\u1ec7nh, ho\u1eb7c b\u1ea5t th\u01b0\u1eddng. H\u1eadu qu\u1ea3 l\u00e0 s\u1ef1 l\u00e3ng ph\u00ed kh\u00f4ng gian khay \u01b0\u01a1m, nh\u00e2n c\u00f4ng, gi\u00e1 th\u1ec3, n\u01b0\u1edbc, th\u1eddi gian, di\u1ec7n t\u00edch nh\u00e0 k\u00ednh v\u00e0 c\u00f4ng s\u1ee9c kh\u1eafc ph\u1ee5c sau khi t\u1ef7 l\u1ec7 n\u1ea3y m\u1ea7m k\u00e9m. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra ph\u00e1 h\u1ee7y truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng ch\u1ec9 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n tr\u00ean c\u00e1c m\u1eabu gi\u1edbi h\u1ea1n, cung c\u1ea5p m\u1ed9t \u01b0\u1edbc t\u00ednh ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea1i di\u1ec7n nh\u01b0ng kh\u00f4ng th\u1ec3 t\u1ed1i \u0111a h\u00f3a hi\u1ec7u su\u1ea5t n\u1ea3y m\u1ea7m cho t\u1eebng h\u1ea1t gi\u1ed1ng ri\u00eang bi\u1ec7t.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/xjyhjhmdOoEYXnfz.png\" alt=\"Thi\u1ebft k\u1ebf m\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng d\u1ea1ng l\u1ed7\" \/><\/p>\n<h3>Thi\u1ebft K\u1ebf D\u1ea1ng L\u1ed7: T\u1ed1i \u01afu H\u00f3a Cho T\u1eebng H\u1ea1t Gi\u1ed1ng<\/h3>\n<p>\u0110i\u1ec3m nh\u1ea5n \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t trong thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng c\u1ee7a Trackfarm ch\u00ednh l\u00e0 c\u01a1 ch\u1ebf ph\u00e2n lo\u1ea1i d\u1ea1ng l\u1ed7 (hole-type). Kh\u00e1c v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng b\u0103ng chuy\u1ec1n truy\u1ec1n th\u1ed1ng, thi\u1ebft k\u1ebf d\u1ea1ng l\u1ed7 cho ph\u00e9p c\u1ed1 \u0111\u1ecbnh v\u00e0 ki\u1ec3m tra t\u1eebng h\u1ea1t gi\u1ed1ng m\u1ed9t c\u00e1ch \u0111\u1ed9c l\u1eadp v\u00e0 ch\u00ednh x\u00e1c nh\u1ea5t.<\/p>\n<ul>\n<li><strong>\u0110\u1ed9 \u1ed5n \u0111\u1ecbnh khi di chuy\u1ec3n:<\/strong> H\u1ea1t gi\u1ed1ng \u0111\u01b0\u1ee3c gi\u1eef c\u1ed1 \u0111\u1ecbnh trong c\u00e1c l\u1ed7 nh\u1ecf, gi\u1ea3m thi\u1ec3u t\u1ed1i \u0111a s\u1ef1 x\u00ea d\u1ecbch trong qu\u00e1 tr\u00ecnh qu\u00e9t quang ph\u1ed5, t\u1eeb \u0111\u00f3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a t\u00edn hi\u1ec7u thu \u0111\u01b0\u1ee3c.<\/li>\n<li><strong>Gi\u1ea3m thi\u1ec3u sai s\u1ed1 c\u0103n ch\u1ec9nh:<\/strong> Thi\u1ebft k\u1ebf n\u00e0y gi\u00fap c\u0103n ch\u1ec9nh v\u1ecb tr\u00ed c\u1ee7a h\u1ea1t gi\u1ed1ng m\u1ed9t c\u00e1ch ho\u00e0n h\u1ea3o d\u01b0\u1edbi \u1ed1ng k\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng quang h\u1ecdc, \u0111\u1ea3m b\u1ea3o m\u1ecdi \u0111i\u1ec3m tr\u00ean b\u1ec1 m\u1eb7t h\u1ea1t \u0111\u1ec1u \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch k\u1ef9 l\u01b0\u1ee1ng.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng:<\/strong> H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi nhi\u1ec1u h\u00ecnh d\u00e1ng v\u00e0 k\u00edch th\u01b0\u1edbc h\u1ea1t gi\u1ed1ng kh\u00e1c nhau, t\u1eeb nh\u1eefng h\u1ea1t nh\u1ecf nh\u01b0 x\u00e0 l\u00e1ch \u0111\u1ebfn nh\u1eefng h\u1ea1t l\u1edbn h\u01a1n.<\/li>\n<li><strong>Ph\u00e2n lo\u1ea1i sau \u0111\u00e1nh gi\u00e1:<\/strong> Sau khi h\u1ec7 th\u1ed1ng AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, c\u01a1 ch\u1ebf g\u1eafp t\u1eebng h\u1ea1t (individual seed picking) s\u1ebd ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch chu\u1ea9n x\u00e1c, t\u00e1ch bi\u1ec7t c\u00e1c h\u1ea1t \u0111\u1ea1t chu\u1ea9n v\u00e0 kh\u00f4ng \u0111\u1ea1t chu\u1ea9n v\u00e0o c\u00e1c khay ch\u1ee9a ri\u00eang bi\u1ec7t.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/hWzehIKyOxciNMDn.png\" alt=\"C\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00e1y ph\u00e2n lo\u1ea1i\" \/><\/p>\n<h3>S\u1ee9c M\u1ea1nh C\u1ee7a C\u00f4ng Ngh\u1ec7 SERS V\u00e0 AI<\/h3>\n<p>B\u00ean trong l\u1edbp v\u1ecf ph\u1ea7n c\u1ee9ng ch\u1eafc ch\u1eafn l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch tinh vi. Trackfarm s\u1eed d\u1ee5ng t\u00edn hi\u1ec7u t\u00e1n x\u1ea1 Raman t\u0103ng c\u01b0\u1eddng b\u1ec1 m\u1eb7t (SERS) t\u1eeb b\u1ec1 m\u1eb7t h\u1ea1t gi\u1ed1ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 t\u00ecnh tr\u1ea1ng c\u1ee7a ch\u00fang. C\u00f4ng ngh\u1ec7 n\u00e0y s\u1eed d\u1ee5ng c\u00e1c \u0111\u1ebf nano ba chi\u1ec1u (3D nano-substrates) c\u00f3 di\u1ec7n t\u00edch l\u1edbn, chi ph\u00ed th\u1ea5p v\u00e0 hi\u1ec7u su\u1ea5t cao, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho vi\u1ec7c ph\u00e2n t\u00edch h\u1ea1t gi\u1ed1ng.<\/p>\n<p>H\u1ec7 th\u1ed1ng thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 quang ph\u1ed5 Raman, b\u1ec7nh l\u00fd v\u00e0 kh\u1ea3 n\u0103ng n\u1ea3y m\u1ea7m, sau \u0111\u00f3 s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh AI d\u1ef1a tr\u00ean M\u1ea1ng n\u01a1-ron Transformer (Transformer Neural Network) k\u1ebft h\u1ee3p v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch truy\u1ec1n th\u1ed1ng. B\u1ea3n \u0111\u1ed3 Raman 2D (2D Raman mapping) cho ph\u00e9p d\u1ef1 \u0111o\u00e1n b\u1ec7nh l\u00fd v\u00e0 s\u1ee9c s\u1ed1ng c\u1ee7a h\u1ea1t gi\u1ed1ng theo th\u1eddi gian th\u1ef1c.<\/p>\n<blockquote>\n<p>&#8220;Gi\u1ea3i ph\u00e1p c\u1ee7a Trackfarm kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u1eddi h\u1ee9a vi\u1ec3n v\u00f4ng v\u1ec1 t\u1ef7 l\u1ec7 n\u1ea3y m\u1ea7m 100%, m\u00e0 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7, gi\u00fap d\u1ef1 \u0111o\u00e1n ti\u1ec1m n\u0103ng n\u1ea3y m\u1ea7m v\u00e0 h\u1ed7 tr\u1ee3 ki\u1ec3m tra m\u1ed9t c\u00e1ch khoa h\u1ecdc.&#8221;<\/p>\n<\/blockquote>\n<h3>B\u1ea3ng So S\u00e1nh: Thi\u1ebft K\u1ebf D\u1ea1ng L\u1ed7 vs. B\u0103ng Chuy\u1ec1n Truy\u1ec1n Th\u1ed1ng<\/h3>\n<table>\n<thead>\n<tr>\n<th style=\"text-align: left\">Ti\u00eau Ch\u00ed \u0110\u00e1nh Gi\u00e1<\/th>\n<th style=\"text-align: left\">M\u00e1y Ph\u00e2n Lo\u1ea1i D\u1ea1ng L\u1ed7 (Trackfarm)<\/th>\n<th style=\"text-align: left\">M\u00e1y Ph\u00e2n Lo\u1ea1i B\u0103ng Chuy\u1ec1n Truy\u1ec1n Th\u1ed1ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left\"><strong>\u0110\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ea1t<\/strong><\/td>\n<td style=\"text-align: left\">R\u1ea5t cao (C\u1ed1 \u0111\u1ecbnh trong l\u1ed7)<\/td>\n<td style=\"text-align: left\">Trung b\u00ecnh (D\u1ec5 b\u1ecb x\u00ea d\u1ecbch)<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c quang h\u1ecdc<\/strong><\/td>\n<td style=\"text-align: left\">T\u1ed1i \u01b0u (C\u0103n ch\u1ec9nh ho\u00e0n h\u1ea3o)<\/td>\n<td style=\"text-align: left\">C\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi rung l\u1eafc<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch \u0111\u1ed9c l\u1eadp<\/strong><\/td>\n<td style=\"text-align: left\">T\u1eebng h\u1ea1t m\u1ed9t (Individual)<\/td>\n<td style=\"text-align: left\">Ph\u00e2n t\u00edch theo c\u1ee5m ho\u1eb7c d\u00f2ng<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>T\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd<\/strong><\/td>\n<td style=\"text-align: left\">Nhanh v\u00e0 ch\u00ednh x\u00e1c<\/td>\n<td style=\"text-align: left\">Nhanh nh\u01b0ng d\u1ec5 sai s\u00f3t<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Kh\u1ea3 n\u0103ng g\u1eafp h\u1ea1t sau ph\u00e2n lo\u1ea1i<\/strong><\/td>\n<td style=\"text-align: left\">Ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i<\/td>\n<td style=\"text-align: left\">Kh\u00f3 kh\u0103n h\u01a1n v\u1edbi c\u00e1c h\u1ea1t nh\u1ecf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/DWHySpIoSlanOgde.png\" alt=\"H\u1ec7 th\u1ed1ng ph\u1ea7n c\u1ee9ng Trackfarm\" \/><\/p>\n<h3>T\u00edch H\u1ee3p V\u00e0o H\u1ec7 Sinh Th\u00e1i N\u00f4ng Nghi\u1ec7p Th\u00f4ng Minh<\/h3>\n<p>M\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng c\u1ee7a Trackfarm kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng \u0111\u01a1n \u0111\u1ed9c. N\u00f3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 k\u1ebft n\u1ed1i li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c m\u00f4-\u0111un n\u00f4ng tr\u1ea1i th\u00f4ng minh \u01b0\u01a1m t\u1ea1o trong nh\u00e0. Gi\u1ea3i ph\u00e1p \u01b0\u01a1m t\u1ea1o n\u00e0y bao g\u1ed3m h\u1ec7 th\u1ed1ng canh t\u00e1c nhi\u1ec1u t\u1ea7ng m\u1eadt \u0111\u1ed9 cao, n\u00f4ng tr\u1ea1i th\u00f4ng minh d\u1ea1ng container, h\u1ec7 th\u1ed1ng t\u01b0\u1edbi ti\u00eau t\u1ef1 \u0111\u1ed9ng, \u0111\u00e8n LED, h\u1ec7 th\u1ed1ng HVAC, ki\u1ec3m so\u00e1t nhi\u1ec7t \u0111\u1ed9 v\u00e0 \u0111\u1ed9 \u1ea9m, ph\u00e2n t\u00edch s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e2y b\u1eb1ng camera, gi\u00e1m s\u00e1t m\u00f4i tr\u01b0\u1eddng, c\u1ea3m bi\u1ebfn n\u00f4ng tr\u1ea1i t\u00edch h\u1ee3p v\u00e0 ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd n\u00f4ng tr\u1ea1i.<\/p>\n<p>S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa nh\u1eefng h\u1ea1t gi\u1ed1ng kh\u1ecfe m\u1ea1nh \u0111\u00e3 qua ki\u1ec3m \u0111\u1ecbnh v\u00e0 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t c\u00e2y gi\u1ed1ng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd gi\u00fap gi\u1ea3m thi\u1ec3u s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn t\u1eeb th\u1eddi ti\u1ebft, s\u00e2u b\u1ec7nh v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/iGThTRFTgMlwruQD.png\" alt=\"N\u00f4ng tr\u1ea1i th\u00f4ng minh Trackfarm\" \/><\/p>\n<h3>T\u1ea7m Nh\u00ecn N\u1ec1n T\u1ea3ng V\u00e0 Th\u1ecb Tr\u01b0\u1eddng \u0110\u00f4ng Nam \u00c1<\/h3>\n<p>T\u1ea7m nh\u00ecn n\u1ec1n t\u1ea3ng d\u00e0i h\u1ea1n c\u1ee7a Trackfarm bao g\u1ed3m canh t\u00e1c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd v\u01b0\u1eddn \u01b0\u01a1m t\u00edch h\u1ee3p, cung c\u1ea5p c\u00e2y gi\u1ed1ng B2B, l\u1eafp \u0111\u1eb7t n\u00f4ng tr\u1ea1i th\u00f4ng minh \u01b0\u01a1m t\u1ea1o \u1edf n\u01b0\u1edbc ngo\u00e0i v\u00e0 m\u1edf r\u1ed9ng sang c\u00e1c lo\u1ea1i c\u00e2y tr\u1ed3ng nh\u01b0 d\u00e2u t\u00e2y, nh\u00e2n s\u00e2m, h\u1ea1t ti\u00eau v\u00e0 x\u00e0 l\u00e1ch.<\/p>\n<p>Ng\u00e0nh c\u00f4ng nghi\u1ec7p h\u1ea1t gi\u1ed1ng v\u00e0 c\u00e2y gi\u1ed1ng to\u00e0n c\u1ea7u \u0111ang ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, trong khi qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a n\u00f4ng nghi\u1ec7p v\u1eabn c\u00f2n ch\u1eadm h\u01a1n so v\u1edbi nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00e1c. \u0110\u00f4ng Nam \u00c1 l\u00e0 khu v\u1ef1c \u01b0u ti\u00ean trong chi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ra n\u01b0\u1edbc ngo\u00e0i c\u1ee7a Trackfarm. Vi\u1ec7t Nam v\u00e0 Indonesia l\u00e0 nh\u1eefng v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh do nhu c\u1ea7u n\u00f4ng nghi\u1ec7p l\u1edbn, s\u1ef1 \u00e1p d\u1ee5ng n\u00f4ng tr\u1ea1i th\u00f4ng minh ng\u00e0y c\u00e0ng t\u0103ng, nhu c\u1ea7u v\u1ec1 c\u00e2y tr\u1ed3ng H\u00e0n Qu\u1ed1c v\u00e0 c\u00e1c m\u1ed1i quan h\u1ec7 \u0111\u1ed1i t\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng. Trackfarm \u0111\u00e3 c\u00f3 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u1eefng ch\u1eafc v\u1edbi c\u00e1c d\u1ef1 \u00e1n h\u1ee3p t\u00e1c t\u1ea1i Vi\u1ec7t Nam, \u0111\u0103ng k\u00fd c\u00f4ng ty t\u1ea1i Indonesia, c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh PoC t\u1ea1i \u0110\u00f4ng Nam \u00c1, tri\u1ec3n l\u00e3m, ng\u00e0y h\u1ed9i tr\u00ecnh di\u1ec5n v\u00e0 c\u00e1c quan h\u1ec7 \u0111\u1ed1i t\u00e1c n\u00f4ng nghi\u1ec7p th\u00f4ng minh.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/svzxvhXGBqlLNXql.webp\" alt=\"\u1ee8ng d\u1ee5ng t\u1ea1i Vi\u1ec7t Nam\" \/><\/p>\n<h3>K\u1ebft Lu\u1eadn<\/h3>\n<p>Thi\u1ebft k\u1ebf m\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng d\u1ea1ng l\u1ed7 c\u1ee7a Trackfarm l\u00e0 m\u1ed9t minh ch\u1ee9ng r\u00f5 r\u00e0ng cho s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 ph\u1ea7n c\u1ee9ng n\u00f4ng nghi\u1ec7p. B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u01a1 kh\u00ed ch\u00ednh x\u00e1c, quang h\u1ecdc ti\u00ean ti\u1ebfn (SERS) v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, Trackfarm \u0111ang cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng h\u1ea1t gi\u1ed1ng v\u01b0\u1ee3t tr\u1ed9i. \u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty h\u1ea1t gi\u1ed1ng, h\u1ee3p t\u00e1c x\u00e3 n\u00f4ng nghi\u1ec7p, v\u01b0\u1eddn \u01b0\u01a1m v\u00e0 c\u00e1c nh\u00e0 \u0111i\u1ec1u h\u00e0nh n\u00f4ng tr\u1ea1i th\u00f4ng minh, \u0111\u00e2y l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 x\u1ee9ng \u0111\u00e1ng \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng c\u00e2y gi\u1ed1ng \u0111\u1ed3ng \u0111\u1ec1u.<\/p>\n<p><strong>Danh s\u00e1ch ki\u1ec3m tra (Checklist) khi \u0111\u1ea7u t\u01b0 m\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng:<\/strong><\/p>\n<ul>\n<li style=\"margin-left:-1.25em;list-style-type:none\"><input type=\"checkbox\" disabled=\"disabled\" checked=\"checked\" \/> Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch kh\u00f4ng ph\u00e1 h\u1ee7y (Non-destructive).<\/li>\n<li style=\"margin-left:-1.25em;list-style-type:none\"><input type=\"checkbox\" disabled=\"disabled\" checked=\"checked\" \/> \u0110\u1ed9 ch\u00ednh x\u00e1c trong vi\u1ec7c c\u0103n ch\u1ec9nh v\u00e0 gi\u1eef c\u1ed1 \u0111\u1ecbnh h\u1ea1t.<\/li>\n<li style=\"margin-left:-1.25em;list-style-type:none\"><input type=\"checkbox\" disabled=\"disabled\" checked=\"checked\" \/> T\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 AI v\u00e0 quang ph\u1ed5 ti\u00ean ti\u1ebfn.<\/li>\n<li style=\"margin-left:-1.25em;list-style-type:none\"><input type=\"checkbox\" disabled=\"disabled\" checked=\"checked\" \/> Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd n\u00f4ng tr\u1ea1i th\u00f4ng minh.<\/li>\n<li style=\"margin-left:-1.25em;list-style-type:none\"><input type=\"checkbox\" disabled=\"disabled\" checked=\"checked\" \/> H\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng trong t\u01b0\u01a1ng lai.<\/li>\n<\/ul>\n<p>V\u1edbi Trackfarm, t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh n\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c \u0111ang b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng h\u1ea1t gi\u1ed1ng nh\u1ecf b\u00e9 nh\u1ea5t.<\/p>\n<h3>Ph\u00e2n T\u00edch Chuy\u00ean S\u00e2u V\u1ec1 C\u01a1 Ch\u1ebf Ho\u1ea1t \u0110\u1ed9ng C\u1ee7a M\u00e1y Ph\u00e2n Lo\u1ea1i D\u1ea1ng L\u1ed7<\/h3>\n<p>\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 s\u1ef1 \u01b0u vi\u1ec7t c\u1ee7a thi\u1ebft k\u1ebf d\u1ea1ng l\u1ed7, ch\u00fang ta c\u1ea7n \u0111i s\u00e2u v\u00e0o t\u1eebng b\u01b0\u1edbc trong quy tr\u00ecnh ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00e1y ph\u00e2n lo\u1ea1i Trackfarm. Qu\u00e1 tr\u00ecnh n\u00e0y kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 vi\u1ec7c di chuy\u1ec3n h\u1ea1t gi\u1ed1ng t\u1eeb \u0111i\u1ec3m A \u0111\u1ebfn \u0111i\u1ec3m B, m\u00e0 l\u00e0 m\u1ed9t chu\u1ed7i c\u00e1c thao t\u00e1c c\u01a1 kh\u00ed v\u00e0 quang h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u1ed3ng b\u1ed9 h\u00f3a \u1edf m\u1ee9c \u0111\u1ed9 vi m\u00f4.<\/p>\n<p><strong>B\u01b0\u1edbc 1: C\u1ea5p Li\u1ec7u V\u00e0 Ph\u00e2n B\u1ed5 H\u1ea1t<\/strong><\/p>\n<p>H\u1ec7 th\u1ed1ng c\u1ea5p li\u1ec7u c\u1ee7a Trackfarm \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd nhi\u1ec1u lo\u1ea1i h\u1ea1t gi\u1ed1ng kh\u00e1c nhau m\u00e0 kh\u00f4ng g\u00e2y t\u1ed5n th\u01b0\u01a1ng c\u01a1 h\u1ecdc. H\u1ea1t gi\u1ed1ng \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o m\u1ed9t ph\u1ec5u ch\u1ee9a, sau \u0111\u00f3 th\u00f4ng qua m\u1ed9t c\u01a1 ch\u1ebf rung vi m\u00f4 (micro-vibration), ch\u00fang \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 \u0111\u1ec1u \u0111\u1eb7n v\u00e0o c\u00e1c r\u00e3nh d\u1eabn h\u01b0\u1edbng. \u0110i\u1ec3m m\u1ea5u ch\u1ed1t \u1edf \u0111\u00e2y l\u00e0 vi\u1ec7c ki\u1ec3m so\u00e1t t\u1ed1c \u0111\u1ed9 d\u00f2ng ch\u1ea3y c\u1ee7a h\u1ea1t, \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u1ed7i h\u1ea1t s\u1ebd r\u01a1i ch\u00ednh x\u00e1c v\u00e0o m\u1ed9t l\u1ed7 tr\u00ean m\u00e2m xoay ho\u1eb7c khay ch\u1ee9a di \u0111\u1ed9ng.<\/p>\n<p><strong>B\u01b0\u1edbc 2: C\u1ed1 \u0110\u1ecbnh V\u00e0 C\u0103n Ch\u1ec9nh<\/strong><\/p>\n<p>\u0110\u00e2y l\u00e0 giai \u0111o\u1ea1n m\u00e0 thi\u1ebft k\u1ebf d\u1ea1ng l\u1ed7 th\u1ec3 hi\u1ec7n r\u00f5 nh\u1ea5t \u01b0u \u0111i\u1ec3m c\u1ee7a m\u00ecnh. M\u1ed7i l\u1ed7 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi k\u00edch th\u01b0\u1edbc v\u00e0 h\u00ecnh d\u00e1ng t\u1ed1i \u01b0u \u0111\u1ec3 \u00f4m tr\u1ecdn h\u1ea1t gi\u1ed1ng. M\u1ed9t h\u1ec7 th\u1ed1ng h\u00fat ch\u00e2n kh\u00f4ng nh\u1eb9 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p b\u00ean d\u01b0\u1edbi m\u1ed7i l\u1ed7 \u0111\u1ec3 gi\u1eef ch\u1eb7t h\u1ea1t gi\u1ed1ng, ng\u0103n ch\u1eb7n m\u1ecdi s\u1ef1 x\u00ea d\u1ecbch d\u00f9 l\u00e0 nh\u1ecf nh\u1ea5t. S\u1ef1 c\u1ed1 \u0111\u1ecbnh tuy\u1ec7t \u0111\u1ed1i n\u00e0y l\u00e0 \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 h\u1ec7 th\u1ed1ng quang h\u1ecdc SERS c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng ch\u00ednh x\u00e1c. N\u1ebfu h\u1ea1t gi\u1ed1ng b\u1ecb rung l\u1eafc ho\u1eb7c thay \u0111\u1ed5i g\u00f3c \u0111\u1ed9 trong qu\u00e1 tr\u00ecnh qu\u00e9t, t\u00edn hi\u1ec7u Raman thu \u0111\u01b0\u1ee3c s\u1ebd b\u1ecb nhi\u1ec5u, d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch sai l\u1ec7ch.<\/p>\n<p><strong>B\u01b0\u1edbc 3: Qu\u00e9t Quang Ph\u1ed5 SERS V\u00e0 Ph\u00e2n T\u00edch AI<\/strong><\/p>\n<p>Khi h\u1ea1t gi\u1ed1ng \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ed1 \u0111\u1ecbnh ho\u00e0n h\u1ea3o, h\u1ec7 th\u1ed1ng quang h\u1ecdc s\u1ebd ti\u1ebfn h\u00e0nh qu\u00e9t b\u1ec1 m\u1eb7t. Tia laser \u0111\u01b0\u1ee3c chi\u1ebfu l\u00ean b\u1ec1 m\u1eb7t h\u1ea1t gi\u1ed1ng, t\u01b0\u01a1ng t\u00e1c v\u1edbi c\u00e1c ph\u00e2n t\u1eed sinh h\u1ecdc v\u00e0 t\u1ea1o ra t\u00edn hi\u1ec7u t\u00e1n x\u1ea1 Raman. Nh\u1edd c\u00f3 c\u00e1c \u0111\u1ebf nano ba chi\u1ec1u (3D nano-substrates), t\u00edn hi\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c khu\u1ebfch \u0111\u1ea1i l\u00ean h\u00e0ng tri\u1ec7u l\u1ea7n, cho ph\u00e9p ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u \u1ea5n sinh h\u1ecdc (biomarkers) li\u00ean quan \u0111\u1ebfn s\u1ee9c s\u1ed1ng, b\u1ec7nh l\u00fd v\u00e0 \u0111\u1ed9 thu\u1ea7n c\u1ee7a h\u1ea1t.<\/p>\n<p>D\u1eef li\u1ec7u quang ph\u1ed5 kh\u1ed5ng l\u1ed3 n\u00e0y ngay l\u1eadp t\u1ee9c \u0111\u01b0\u1ee3c truy\u1ec1n \u0111\u1ebfn h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh trung t\u00e2m, n\u01a1i m\u00f4 h\u00ecnh AI d\u1ef1a tr\u00ean M\u1ea1ng n\u01a1-ron Transformer (Transformer Neural Network) s\u1ebd x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch. AI kh\u00f4ng ch\u1ec9 so s\u00e1nh t\u00edn hi\u1ec7u thu \u0111\u01b0\u1ee3c v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u00e3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n, m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu (patterns) ph\u1ee9c t\u1ea1p m\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch truy\u1ec1n th\u1ed1ng kh\u00f4ng th\u1ec3 ph\u00e1t hi\u1ec7n. K\u1ebft qu\u1ea3 l\u00e0 m\u1ed9t \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n v\u1ec1 ti\u1ec1m n\u0103ng n\u1ea3y m\u1ea7m v\u00e0 t\u00ecnh tr\u1ea1ng s\u1ee9c kh\u1ecfe c\u1ee7a t\u1eebng h\u1ea1t gi\u1ed1ng.<\/p>\n<p><strong>B\u01b0\u1edbc 4: Ph\u00e2n Lo\u1ea1i V\u00e0 Thu Gom<\/strong><\/p>\n<p>D\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch c\u1ee7a AI, h\u1ec7 th\u1ed1ng c\u01a1 kh\u00ed s\u1ebd th\u1ef1c hi\u1ec7n vi\u1ec7c ph\u00e2n lo\u1ea1i. C\u01a1 ch\u1ebf g\u1eafp t\u1eebng h\u1ea1t (individual seed picking) c\u1ee7a Trackfarm ho\u1ea1t \u0111\u1ed9ng v\u1edbi t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng kinh ng\u1ea1c. C\u00e1c v\u00f2i h\u00fat ch\u00e2n kh\u00f4ng si\u00eau nh\u1ecf ho\u1eb7c c\u00e1c tay g\u1eafp c\u01a1 kh\u00ed tinh vi s\u1ebd nh\u1ea5c t\u1eebng h\u1ea1t gi\u1ed1ng ra kh\u1ecfi l\u1ed7 v\u00e0 \u0111\u1eb7t ch\u00fang v\u00e0o c\u00e1c khay ch\u1ee9a t\u01b0\u01a1ng \u1ee9ng: h\u1ea1t \u0111\u1ea1t chu\u1ea9n, h\u1ea1t k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng, h\u1ea1t nhi\u1ec5m b\u1ec7nh, v.v. Qu\u00e1 tr\u00ecnh n\u00e0y di\u1ec5n ra li\u00ean t\u1ee5c v\u00e0 t\u1ef1 \u0111\u1ed9ng, lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi v\u00e0 gi\u1ea3m thi\u1ec3u sai s\u00f3t.<\/p>\n<h3>T\u00e1c \u0110\u1ed9ng Kinh T\u1ebf V\u00e0 M\u00f4i Tr\u01b0\u1eddng C\u1ee7a Vi\u1ec7c S\u1eed D\u1ee5ng M\u00e1y Ph\u00e2n Lo\u1ea1i Trackfarm<\/h3>\n<p>Vi\u1ec7c \u00e1p d\u1ee5ng m\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng d\u1ea1ng l\u1ed7 c\u1ee7a Trackfarm kh\u00f4ng ch\u1ec9 mang l\u1ea1i l\u1ee3i \u00edch v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n t\u1ea1o ra nh\u1eefng t\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c to l\u1edbn v\u1ec1 m\u1eb7t kinh t\u1ebf v\u00e0 m\u00f4i tr\u01b0\u1eddng cho c\u00e1c doanh nghi\u1ec7p n\u00f4ng nghi\u1ec7p.<\/p>\n<p><strong>T\u1ed1i \u01afu H\u00f3a Chi Ph\u00ed S\u1ea3n Xu\u1ea5t<\/strong><\/p>\n<p>B\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf c\u00e1c h\u1ea1t gi\u1ed1ng k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng ngay t\u1eeb \u0111\u1ea7u, c\u00e1c v\u01b0\u1eddn \u01b0\u01a1m v\u00e0 trang tr\u1ea1i c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 chi ph\u00ed cho gi\u00e1 th\u1ec3, n\u01b0\u1edbc t\u01b0\u1edbi, ph\u00e2n b\u00f3n v\u00e0 kh\u00f4ng gian nh\u00e0 k\u00ednh. M\u1ed7i khay \u01b0\u01a1m gi\u1edd \u0111\u00e2y s\u1ebd \u0111\u1ea1t t\u1ef7 l\u1ec7 n\u1ea3y m\u1ea7m t\u1ed1i \u0111a, gi\u1ea3m thi\u1ec3u t\u00ecnh tr\u1ea1ng &#8220;khay tr\u1ed1ng&#8221; g\u00e2y l\u00e3ng ph\u00ed t\u00e0i nguy\u00ean. H\u01a1n n\u1eefa, vi\u1ec7c gi\u1ea3m thi\u1ec3u s\u1ed1 l\u01b0\u1ee3ng c\u00e2y gi\u1ed1ng y\u1ebfu \u1edbt ho\u1eb7c nhi\u1ec5m b\u1ec7nh c\u0169ng gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed nh\u00e2n c\u00f4ng cho vi\u1ec7c ch\u0103m s\u00f3c, nh\u1ed5 b\u1ecf v\u00e0 tr\u1ed3ng d\u1eb7m.<\/p>\n<p><strong>N\u00e2ng Cao N\u0103ng Su\u1ea5t V\u00e0 Ch\u1ea5t L\u01b0\u1ee3ng N\u00f4ng S\u1ea3n<\/strong><\/p>\n<p>H\u1ea1t gi\u1ed1ng kh\u1ecfe m\u1ea1nh l\u00e0 n\u1ec1n t\u1ea3ng cho nh\u1eefng c\u00e2y tr\u1ed3ng kh\u1ecfe m\u1ea1nh. C\u00e2y gi\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1eeb nh\u1eefng h\u1ea1t gi\u1ed1ng \u0111\u00e3 qua ki\u1ec3m \u0111\u1ecbnh kh\u1eaft khe c\u1ee7a Trackfarm s\u1ebd c\u00f3 s\u1ee9c \u0111\u1ec1 kh\u00e1ng t\u1ed1t h\u01a1n v\u1edbi s\u00e2u b\u1ec7nh, kh\u1ea3 n\u0103ng ch\u1ed1ng ch\u1ecbu v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n th\u1eddi ti\u1ebft kh\u1eafc nghi\u1ec7t v\u00e0 t\u1ed1c \u0111\u1ed9 sinh tr\u01b0\u1edfng \u0111\u1ed3ng \u0111\u1ec1u h\u01a1n. \u0110i\u1ec1u n\u00e0y tr\u1ef1c ti\u1ebfp d\u1eabn \u0111\u1ebfn n\u0103ng su\u1ea5t thu ho\u1ea1ch cao h\u01a1n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng n\u00f4ng s\u1ea3n \u0111\u1ed3ng \u0111\u1ec1u h\u01a1n, \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c c\u00e1c ti\u00eau chu\u1ea9n kh\u1eaft khe c\u1ee7a th\u1ecb tr\u01b0\u1eddng xu\u1ea5t kh\u1ea9u.<\/p>\n<p><strong>B\u1ea3o V\u1ec7 M\u00f4i Tr\u01b0\u1eddng V\u00e0 Ph\u00e1t Tri\u1ec3n B\u1ec1n V\u1eefng<\/strong><\/p>\n<p>N\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ec7c t\u1ed1i \u0111a h\u00f3a l\u1ee3i nhu\u1eadn m\u00e0 c\u00f2n l\u00e0 vi\u1ec7c gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n (n\u01b0\u1edbc, ph\u00e2n b\u00f3n, n\u0103ng l\u01b0\u1ee3ng), m\u00e1y ph\u00e2n lo\u1ea1i Trackfarm g\u00f3p ph\u1ea7n v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n n\u00f4ng nghi\u1ec7p b\u1ec1n v\u1eefng. Vi\u1ec7c ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c h\u1ea1t gi\u1ed1ng mang m\u1ea7m b\u1ec7nh c\u0169ng gi\u00fap gi\u1ea3m thi\u1ec3u vi\u1ec7c s\u1eed d\u1ee5ng thu\u1ed1c b\u1ea3o v\u1ec7 th\u1ef1c v\u1eadt h\u00f3a h\u1ecdc, b\u1ea3o v\u1ec7 h\u1ec7 sinh th\u00e1i \u0111\u1ea5t v\u00e0 n\u01b0\u1edbc.<\/p>\n<h3>T\u01b0\u01a1ng Lai C\u1ee7a C\u00f4ng Ngh\u1ec7 Ph\u00e2n Lo\u1ea1i H\u1ea1t Gi\u1ed1ng<\/h3>\n<p>Trackfarm kh\u00f4ng ng\u1eebng nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n \u0111\u1ec3 ho\u00e0n thi\u1ec7n h\u01a1n n\u1eefa c\u00f4ng ngh\u1ec7 c\u1ee7a m\u00ecnh. Trong t\u01b0\u01a1ng lai, ch\u00fang ta c\u00f3 th\u1ec3 k\u1ef3 v\u1ecdng v\u00e0o nh\u1eefng c\u1ea3i ti\u1ebfn v\u01b0\u1ee3t b\u1eadc nh\u01b0:<\/p>\n<ul>\n<li><strong>T\u0103ng t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd:<\/strong> T\u1ed1i \u01b0u h\u00f3a thu\u1eadt to\u00e1n AI v\u00e0 c\u01a1 c\u1ea5u c\u01a1 kh\u00ed \u0111\u1ec3 t\u0103ng s\u1ed1 l\u01b0\u1ee3ng h\u1ea1t gi\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch trong m\u1ed9t \u0111\u01a1n v\u1ecb th\u1eddi gian.<\/li>\n<li><strong>M\u1edf r\u1ed9ng c\u01a1 s\u1edf d\u1eef li\u1ec7u:<\/strong> Thu th\u1eadp d\u1eef li\u1ec7u quang ph\u1ed5 c\u1ee7a nhi\u1ec1u lo\u1ea1i c\u00e2y tr\u1ed3ng kh\u00e1c nhau, t\u1eeb c\u00e1c lo\u1ea1i rau m\u00e0u \u0111\u1ebfn c\u00e2y c\u00f4ng nghi\u1ec7p v\u00e0 c\u00e2y \u0103n qu\u1ea3.<\/li>\n<li><strong>T\u00edch h\u1ee3p s\u00e2u h\u01a1n v\u1edbi IoT:<\/strong> K\u1ebft n\u1ed1i m\u00e1y ph\u00e2n lo\u1ea1i v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn kh\u00e1c trong n\u00f4ng tr\u1ea1i \u0111\u1ec3 t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi qu\u1ea3n l\u00fd d\u1eef li\u1ec7u to\u00e0n di\u1ec7n.<\/li>\n<li><strong>Ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n:<\/strong> S\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e2y tr\u1ed3ng v\u00e0 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb canh t\u00e1c t\u1ed1i \u01b0u.<\/li>\n<\/ul>\n<p>V\u1edbi nh\u1eefng b\u01b0\u1edbc ti\u1ebfn kh\u00f4ng ng\u1eebng, Trackfarm \u0111ang kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf ti\u00ean phong c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 n\u00f4ng nghi\u1ec7p, mang \u0111\u1ebfn nh\u1eefng gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c to\u00e0n c\u1ea7u v\u1ec1 an ninh l\u01b0\u01a1ng th\u1ef1c v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng. Thi\u1ebft k\u1ebf m\u00e1y ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng d\u1ea1ng l\u1ed7 kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t s\u1ea3n ph\u1ea9m ph\u1ea7n c\u1ee9ng, m\u00e0 l\u00e0 m\u1ed9t bi\u1ec3u t\u01b0\u1ee3ng cho s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o gi\u1eefa tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, quang h\u1ecdc l\u01b0\u1ee3ng t\u1eed v\u00e0 c\u01a1 kh\u00ed ch\u00ednh x\u00e1c, m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho ng\u00e0nh c\u00f4ng nghi\u1ec7p h\u1ea1t gi\u1ed1ng to\u00e0n c\u1ea7u.<\/p>","protected":false},"excerpt":{"rendered":"<p>Trong ng\u00e0nh c\u00f4ng nghi\u1ec7p m\u00e1y m\u00f3c n\u00f4ng nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i, s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb ph\u00e2n lo\u1ea1i h\u1ea1t gi\u1ed1ng ti\u00ean ti\u1ebfn \u0111ang l\u00e0m thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta ti\u1ebfp c\u1eadn vi\u1ec7c gieo tr\u1ed3ng. H\u00f4m nay, ch\u00fang ta s\u1ebd c\u00f9ng \u0111i s\u00e2u v\u00e0o \u0111\u00e1nh gi\u00e1 thi\u1ebft k\u1ebf c\u1ee7a m\u1ed9t trong nh\u1eefng gi\u1ea3i [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/10","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10"}],"version-history":[{"count":0,"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/10\/revisions"}],"wp:attachment":[{"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/methoddaily.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}