{"id":373,"date":"2025-06-05T14:21:26","date_gmt":"2025-06-05T06:21:26","guid":{"rendered":"https:\/\/dummy.xtemos.com\/woodmart2\/furniture2\/?p=373"},"modified":"2025-12-16T21:53:41","modified_gmt":"2025-12-16T13:53:41","slug":"eyes-in-the-sky-ai-driven-vision-systems-in-next-gen-drones","status":"publish","type":"post","link":"https:\/\/www.lxbchip.com\/vi\/eyes-in-the-sky-ai-driven-vision-systems-in-next-gen-drones\/","title":{"rendered":"M\u1eaft tr\u00ean tr\u1eddi: H\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c do tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111i\u1ec1u khi\u1ec3n tr\u00ean c\u00e1c m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i th\u1ebf h\u1ec7 m\u1edbi"},"content":{"rendered":"
\n
<\/div>\n<\/div>\n
\n
\n

M\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (drone) \u0111\u00e3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn trong l\u0129nh v\u1ef1c gi\u1ea3i tr\u00ed (s\u1ea3n xu\u1ea5t phim\/ch\u01b0\u01a1ng tr\u00ecnh truy\u1ec1n h\u00ecnh), nhi\u1ebfp \u1ea3nh nghi\u1ec7p d\u01b0 v\u00e0 th\u1eadm ch\u00ed l\u00e0 m\u1ed9t m\u00f3n \u0111\u1ed3 ch\u01a1i th\u00fa v\u1ecb. Ch\u00fang ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 ki\u1ec3m tra, logistics\/v\u1eadn chuy\u1ec3n, an ninh v\u00e0 gi\u00e1m s\u00e1t, c\u0169ng nh\u01b0 c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p kh\u00e1c, nh\u1edd kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u00e1c khu v\u1ef1c kh\u00f3 ti\u1ebfp c\u1eadn. Tuy nhi\u00ean, b\u1ea1n c\u00f3 bi\u1ebft r\u1eb1ng th\u00e0nh ph\u1ea7n quan tr\u1ecdng nh\u1ea5t gi\u00fap drone ho\u1ea1t \u0111\u1ed9ng ch\u00ednh l\u00e0 h\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c c\u1ee7a n\u00f3? Tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o ch\u1ee7 \u0111\u1ec1 n\u00e0y, h\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u v\u1ec1 m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i, c\u00e1c \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng c\u1ee7a ch\u00fang v\u00e0 l\u00fd do t\u1ea1i sao ch\u00fang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn. Cu\u1ed1i c\u00f9ng, ch\u00fang ta s\u1ebd th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch...\u00a0onsemi\u00a0<\/strong>\u0110ang c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c h\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c \u0111i\u1ec1u khi\u1ec3n nh\u1eefng v\u1eadt th\u1ec3 bay tuy\u1ec7t v\u1eddi n\u00e0y.<\/p>\n

C\u00e1c lo\u1ea1i & \u1ee8ng d\u1ee5ng<\/h4>\n

M\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (UAV) l\u00e0 c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 h\u1ec7 th\u1ed1ng bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (UAS), v\u00e0 trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p \u00edt ph\u1ed5 bi\u1ebfn h\u01a1n l\u00e0 m\u00e1y bay \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa (RPA). Ch\u00fang c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi l\u00e1i v\u00e0 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u h\u01b0\u1edbng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau.<\/p>\n

C\u00f3 ba lo\u1ea1i m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i \u2013 C\u00e1nh c\u1ed1 \u0111\u1ecbnh, C\u00e1nh qu\u1ea1t \u0111\u01a1n\/C\u00e1nh qu\u1ea1t \u0111a v\u00e0 Hybrid. M\u1ed7i lo\u1ea1i ph\u1ee5c v\u1ee5 m\u1ed9t m\u1ee5c \u0111\u00edch kh\u00e1c nhau, v\u00e0 m\u1ed7i lo\u1ea1i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3 m\u00e0 n\u00f3 \u0111\u01b0\u1ee3c t\u1ea1o ra.<\/p>\n

C\u00e1nh c\u1ed1 \u0111\u1ecbnh\u00a0<\/strong>Th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c v\u1eadn chuy\u1ec3n t\u1ea3i tr\u1ecdng n\u1eb7ng, th\u1eddi gian bay d\u00e0i v\u00e0 \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c nhi\u1ec7m v\u1ee5 t\u00ecnh b\u00e1o, gi\u00e1m s\u00e1t v\u00e0 trinh s\u00e1t (ISR), ho\u1ea1t \u0111\u1ed9ng chi\u1ebfn \u0111\u1ea5u, v\u0169 kh\u00ed t\u1ef1 h\u00e0nh, l\u1eadp b\u1ea3n \u0111\u1ed3 v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u, v.v.<\/p>\n

M\u00e1y bay m\u1ed9t c\u00e1nh qu\u1ea1t\/Nhi\u1ec1u c\u00e1nh qu\u1ea1t\u00a0<\/strong>C\u00f3 \u1ee9ng d\u1ee5ng ch\u1ee7 \u0111\u1ea1o, v\u1edbi \u0111a d\u1ea1ng l\u0129nh v\u1ef1c c\u00f4ng nghi\u1ec7p t\u1eeb kho b\u00e3i th\u00f4ng th\u01b0\u1eddng, ki\u1ec3m tra \u0111\u1ebfn th\u1eadm ch\u00ed l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n. M\u1ee5c \u0111\u00edch c\u1ee7a c\u00e1c lo\u1ea1i n\u00e0y c\u00f3 th\u1ec3 \u0111a d\u1ea1ng do ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng kh\u00e1c nhau v\u00e0 \u0111\u00f2i h\u1ecfi c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n-c\u01a1 kh\u00ed \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cao.<\/p>\n

Rotor lai\u00a0<\/strong>K\u1ebft h\u1ee3p nh\u1eefng \u01b0u \u0111i\u1ec3m t\u1ed1t nh\u1ea5t c\u1ee7a c\u1ea3 hai lo\u1ea1i tr\u00ean, v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng c\u1ea5t c\u00e1nh v\u00e0 h\u1ea1 c\u00e1nh th\u1eb3ng \u0111\u1ee9ng (VTOL), gi\u00fap n\u00f3 tr\u1edf n\u00ean linh ho\u1ea1t, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c khu v\u1ef1c c\u00f3 kh\u00f4ng gian h\u1ea1n ch\u1ebf. H\u1ea7u h\u1ebft c\u00e1c drone giao h\u00e0ng \u0111\u1ec1u t\u1eadn d\u1ee5ng nh\u1eefng kh\u1ea3 n\u0103ng n\u00e0y v\u00ec nh\u1eefng l\u00fd do r\u00f5 r\u00e0ng.<\/p>\n

\"\"<\/p>\n

\n
H\u00ecnh 1. C\u00e1c lo\u1ea1i m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a ch\u00fang<\/figcaption><\/figure>\n<\/div>\n

H\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n chuy\u1ec3n \u0111\u1ed9ng v\u00e0 \u0111\u1ecbnh v\u1ecb trong m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i<\/h4>\n

M\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i \u0111\u01b0\u1ee3c trang b\u1ecb nhi\u1ec1u lo\u1ea1i c\u1ea3m bi\u1ebfn cho chuy\u1ec3n \u0111\u1ed9ng v\u00e0 \u0111\u1ecbnh v\u1ecb, bao g\u1ed3m gia t\u1ed1c k\u1ebf, con quay h\u1ed3i chuy\u1ec3n v\u00e0 c\u1ea3m bi\u1ebfn t\u1eeb (\u0111\u01b0\u1ee3c g\u1ecdi chung l\u00e0 \u0111\u01a1n v\u1ecb \u0111o l\u01b0\u1eddng qu\u00e1n t\u00ednh, hay IMU), c\u1ea3m bi\u1ebfn \u00e1p su\u1ea5t v\u00e0 nhi\u1ec1u lo\u1ea1i kh\u00e1c. Ch\u00fang s\u1eed d\u1ee5ng nhi\u1ec1u thu\u1eadt to\u00e1n v\u00e0 k\u1ef9 thu\u1eadt nh\u01b0 d\u00f2ng quang h\u1ecdc (\u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u1ea3m bi\u1ebfn \u0111\u1ed9 s\u00e2u), \u0111\u1ecbnh v\u1ecb v\u00e0 l\u1eadp b\u1ea3n \u0111\u1ed3 \u0111\u1ed3ng th\u1eddi (SLAM) v\u00e0 \u0111o kho\u1ea3ng c\u00e1ch b\u1eb1ng h\u00ecnh \u1ea3nh. M\u1eb7c d\u00f9 c\u00e1c c\u1ea3m bi\u1ebfn n\u00e0y ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3, ch\u00fang c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ea7n thi\u1ebft v\u1edbi chi ph\u00ed h\u1ee3p l\u00fd v\u00e0 k\u00edch th\u01b0\u1edbc t\u1ed1i \u01b0u. V\u1ea5n \u0111\u1ec1 n\u00e0y tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng h\u01a1n trong c\u00e1c chuy\u1ebfn bay k\u00e9o d\u00e0i, d\u1eabn \u0111\u1ebfn vi\u1ec7c ph\u1ea3i s\u1eed d\u1ee5ng pin \u0111\u1eaft ti\u1ec1n ho\u1eb7c gi\u1edbi h\u1ea1n th\u1eddi gian bay d\u1ef1a tr\u00ean chu k\u1ef3 s\u1ea1c pin.<\/p>\n

H\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c tr\u00ean m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i<\/h4>\n

C\u1ea3m bi\u1ebfn h\u00ecnh \u1ea3nh b\u1ed5 sung cho c\u00e1c c\u1ea3m bi\u1ebfn tr\u00ean v\u1edbi nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 m\u1eb7t v\u1eadn h\u00e0nh, mang l\u1ea1i m\u1ed9t h\u1ec7 th\u1ed1ng m\u00e1y m\u00f3c c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao. C\u00e1c c\u1ea3m bi\u1ebfn n\u00e0y c\u00f3 hai lo\u1ea1i ch\u00ednh \u2013 Gimbals (th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 t\u1ea3i tr\u1ecdng) v\u00e0 H\u1ec7 th\u1ed1ng \u0110i\u1ec1u h\u01b0\u1edbng H\u00ecnh \u1ea3nh (VNS).<\/p>\n

Gimbal*<\/strong>\u00a0\u2013 Cung c\u1ea5p ch\u1ebf \u0111\u1ed9 xem ng\u01b0\u1eddi th\u1ee9 nh\u1ea5t (FPV); ch\u00fang th\u01b0\u1eddng bao g\u1ed3m c\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn h\u00ecnh \u1ea3nh kh\u00e1c nhau tr\u1ea3i r\u1ed9ng tr\u00ean ph\u1ed5 \u0111i\u1ec7n t\u1eeb r\u1ed9ng (tia c\u1ef1c t\u00edm trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p \u0111\u1eb7c bi\u1ec7t, c\u1ea3m bi\u1ebfn h\u00ecnh \u1ea3nh CMOS th\u00f4ng th\u01b0\u1eddng t\u1eeb 300nm \u0111\u1ebfn 1000nm, c\u1ea3m bi\u1ebfn h\u1ed3ng ngo\u1ea1i s\u00f3ng ng\u1eafn (SWIR) k\u00e9o d\u00e0i \u0111\u1ebfn 2000nm v\u00e0 v\u01b0\u1ee3t qu\u00e1 2000nm v\u1edbi c\u1ea3m bi\u1ebfn h\u1ed3ng ngo\u1ea1i s\u00f3ng trung b\u00ecnh (MWIR) v\u00e0 c\u1ea3m bi\u1ebfn h\u1ed3ng ngo\u1ea1i s\u00f3ng d\u00e0i (LWIR).<\/p>\n

H\u1ec7 th\u1ed1ng \u0111\u1ecbnh v\u1ecb Vision (VNS)<\/strong>\u00a0\u2013 Cung c\u1ea5p h\u01b0\u1edbng d\u1eabn \u0111i\u1ec1u h\u01b0\u1edbng, tr\u00e1nh v\u1eadt c\u1ea3n v\u00e0 va ch\u1ea1m; ch\u00fang th\u01b0\u1eddng \u0111\u01b0\u1ee3c c\u1ea5u th\u00e0nh t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn h\u00ecnh \u1ea3nh \u0111\u1ed9 ph\u00e2n gi\u1ea3i th\u1ea5p gi\u00e1 r\u1ebb v\u00e0 k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u t\u1eeb IMU v\u00e0 c\u00e1c c\u1ea3m bi\u1ebfn kh\u00e1c, s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ecb gi\u00e1c m\u00e1y t\u00ednh \u0111\u1ec3 t\u1ea1o ra m\u1ed9t gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n cho \u0111i\u1ec1u h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng.<\/p>\n

T\u1ea7m quan tr\u1ecdng c\u1ee7a H\u1ec7 th\u1ed1ng Nh\u1eadn di\u1ec7n H\u00ecnh \u1ea3nh<\/h4>\n

M\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i ho\u1ea1t \u0111\u1ed9ng c\u1ea3 trong \u0111i\u1ec1u ki\u1ec7n trong nh\u00e0 v\u00e0 ngo\u00e0i tr\u1eddi, nh\u01b0 \u0111\u00e3 m\u00f4 t\u1ea3 trong c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng tr\u01b0\u1edbc \u0111\u00f3. C\u00e1c \u0111i\u1ec1u ki\u1ec7n n\u00e0y c\u00f3 th\u1ec3 g\u1eb7p nhi\u1ec1u th\u00e1ch th\u1ee9c do s\u1ef1 bi\u1ebfn \u0111\u1ed5i l\u1edbn v\u1ec1 \u00e1nh s\u00e1ng v\u00e0 h\u1ea1n ch\u1ebf v\u1ec1 t\u1ea7m nh\u00ecn trong c\u00e1c m\u00f4i tr\u01b0\u1eddng b\u1ee5i, s\u01b0\u01a1ng m\u00f9, kh\u00f3i v\u00e0 b\u00f3ng t\u1ed1i ho\u00e0n to\u00e0n. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u1ed1 g\u1eafng t\u1eadn d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (ML) \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng tr\u00ean d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh, \u0111\u1ed3ng th\u1eddi s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi c\u00e1c k\u1ef9 thu\u1eadt \u0111\u00e3 \u0111\u1ec1 c\u1eadp tr\u01b0\u1edbc \u0111\u00f3, t\u1ea5t c\u1ea3 trong b\u1ed1i c\u1ea3nh v\u1eadn h\u00e0nh m\u1ed9t ph\u01b0\u01a1ng ti\u1ec7n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cao, ti\u00eau th\u1ee5 \u00edt n\u0103ng l\u01b0\u1ee3ng v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng \u1edf kho\u1ea3ng c\u00e1ch xa ho\u1eb7c th\u1eddi gian bay k\u00e9o d\u00e0i.<\/p>\n

\u0110i\u1ec1u quan tr\u1ecdng l\u00e0 d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o cho c\u00e1c thu\u1eadt to\u00e1n n\u00e0y ph\u1ea3i c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 chi ti\u1ebft, tuy nhi\u00ean trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u1ee5 th\u1ec3, ch\u1ec9 c\u1ea7n cung c\u1ea5p ch\u00ednh x\u00e1c nh\u1eefng g\u00ec c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o x\u1eed l\u00fd hi\u1ec7u qu\u1ea3. Th\u1eddi gian \u0111\u00e0o t\u1ea1o trong \u1ee9ng d\u1ee5ng AI\/ML c\u1ea7n \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn, v\u00e0 qu\u00e1 tr\u00ecnh suy lu\u1eadn c\u1ea7n di\u1ec5n ra nhanh ch\u00f3ng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao. H\u00ecnh \u1ea3nh c\u1ea7n c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng cao b\u1ea5t k\u1ec3 m\u00f4i tr\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a drone \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u tr\u00ean.<\/p>\n

C\u00e1c c\u1ea3m bi\u1ebfn ch\u1ec9 ghi l\u1ea1i c\u1ea3nh v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u \u0111\u1ec3 x\u1eed l\u00fd kh\u00f4ng th\u1ec3 \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ho\u1ea1t \u0111\u1ed9ng ch\u1ea5t l\u01b0\u1ee3ng cao c\u1ee7a c\u00e1c m\u00e1y m\u00f3c n\u00e0y, trong h\u1ea7u h\u1ebft c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1ebd l\u00e0m m\u1ea5t \u0111i m\u1ee5c \u0111\u00edch ch\u00ednh c\u1ee7a vi\u1ec7c tri\u1ec3n khai ch\u00fang. Kh\u1ea3 n\u0103ng thu nh\u1ecf k\u00edch th\u01b0\u1edbc m\u00e0 v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c chi ti\u1ebft \u0111\u1ea7y \u0111\u1ee7 trong c\u00e1c v\u00f9ng quan t\u00e2m, cung c\u1ea5p d\u1ea3i \u0111\u1ed9ng r\u1ed9ng \u0111\u1ec3 x\u1eed l\u00fd \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng s\u00e1ng v\u00e0 t\u1ed1i trong c\u00f9ng m\u1ed9t khung h\u00ecnh, gi\u1ea3m thi\u1ec3u\/lo\u1ea1i b\u1ecf c\u00e1c hi\u1ec7u \u1ee9ng ph\u1ee5 trong h\u00ecnh \u1ea3nh, x\u1eed l\u00fd c\u00e1c tr\u01b0\u1eddng nh\u00ecn b\u1ecb b\u1ee5i\/s\u01b0\u01a1ng m\u00f9\/kh\u00f3i v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c h\u00ecnh \u1ea3nh n\u00e0y v\u1edbi \u0111\u1ed9 ph\u00e2n gi\u1ea3i \u0111\u1ed9 s\u00e2u cao mang l\u1ea1i l\u1ee3i \u00edch to l\u1edbn trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a UAV th\u00e0nh m\u1ed9t m\u00e1y m\u00f3c hi\u1ec7u qu\u1ea3 cao.<\/p>\n

C\u00e1c kh\u1ea3 n\u0103ng n\u00e0y gi\u00fap gi\u1ea3m thi\u1ec3u l\u01b0\u1ee3ng t\u00e0i nguy\u00ean c\u1ea7n thi\u1ebft \u2013 bao g\u1ed3m l\u00f5i x\u1eed l\u00fd, GPU, b\u1ed9 nh\u1edb tr\u00ean chip ho\u1eb7c ngo\u00e0i chip, ki\u1ebfn tr\u00fac bus v\u00e0 qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng \u2013 trong qu\u00e1 tr\u00ecnh t\u00e1i t\u1ea1o v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, \u0111\u1ed3ng th\u1eddi \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. \u0110i\u1ec1u n\u00e0y c\u0169ng gi\u00fap gi\u1ea3m chi ph\u00ed v\u1eadt li\u1ec7u (BOM) c\u1ee7a h\u1ec7 th\u1ed1ng t\u1ed5ng th\u1ec3, \u0111\u1eb7c bi\u1ec7t khi xem x\u00e9t r\u1eb1ng c\u00e1c UAV hi\u1ec7n nay c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng trang b\u1ecb h\u01a1n 10 c\u1ea3m bi\u1ebfn h\u00ecnh \u1ea3nh. Ngo\u00e0i ra, v\u1edbi c\u00f9ng m\u1ed9t b\u1ed9 t\u00e0i nguy\u00ean, vi\u1ec7c th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch v\u00e0 c\u00e1c thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p h\u01a1n \u0111\u1ec3 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh hi\u1ec7u qu\u1ea3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n, t\u1eeb \u0111\u00f3 gi\u00fap UAV n\u1ed5i b\u1eadt trong l\u0129nh v\u1ef1c c\u1ea1nh tranh kh\u1ed1c li\u1ec7t n\u00e0y.<\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Drones have become pervasive in entertainment (TV show\/film making), hobbyist photography and just as a fun toy. They are increasingly<\/p>","protected":false},"author":1,"featured_media":8666,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-373","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"aioseo_notices":[],"jetpack_publicize_connections":[],"_links":{"self":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/373","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/comments?post=373"}],"version-history":[{"count":4,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/373\/revisions"}],"predecessor-version":[{"id":8675,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/373\/revisions\/8675"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/media\/8666"}],"wp:attachment":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/media?parent=373"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/categories?post=373"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/tags?post=373"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}