{"id":588,"date":"2026-03-09T18:31:03","date_gmt":"2026-03-09T18:31:03","guid":{"rendered":"https:\/\/lobviral.com\/?p=588"},"modified":"2026-03-09T18:31:04","modified_gmt":"2026-03-09T18:31:04","slug":"geospy-ai-program-that-identifies-photo-locations","status":"publish","type":"post","link":"https:\/\/lobviral.com\/vi\/geospy-ai-program-that-identifies-photo-locations\/","title":{"rendered":"GeoSpy, m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed c\u1ee7a c\u00e1c b\u1ee9c \u1ea3nh."},"content":{"rendered":"

C\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b> C\u00e1c thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh v\u00e0 g\u1ee3i \u00fd \u0111\u1ecba \u0111i\u1ec3m ch\u1ee5p \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd c\u1ee7a nh\u1eefng ng\u01b0\u1eddi quan t\u00e2m \u0111\u1ebfn c\u00f4ng ngh\u1ec7, an ninh m\u1ea1ng v\u00e0 \u0111i\u1ec1u tra h\u00ecnh \u1ea3nh. Kh\u00e1i ni\u1ec7m n\u00e0y r\u1ea5t d\u1ec5 hi\u1ec3u nh\u01b0ng l\u1ea1i \u1ea5n t\u01b0\u1ee3ng trong th\u1ef1c t\u1ebf: g\u1eedi m\u1ed9t b\u1ee9c \u1ea3nh, \u0111\u1ec3 AI quan s\u00e1t c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 ki\u1ebfn tr\u00fac, bi\u1ec3n b\u00e1o, c\u00e2y c\u1ed1i, \u0111\u01b0\u1eddng ph\u1ed1, th\u1eddi ti\u1ebft, ng\u00f4n ng\u1eef v\u00e0 c\u00e1c m\u1eabu h\u00ecnh \u1ea3nh kh\u00e1c, sau \u0111\u00f3 nh\u1eadn \u0111\u01b0\u1ee3c \u01b0\u1edbc t\u00ednh v\u1ecb tr\u00ed. Tr\u00ean \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng, lo\u1ea1i t\u00ednh n\u0103ng n\u00e0y kh\u01a1i g\u1ee3i s\u1ef1 t\u00f2 m\u00f2 b\u1edfi v\u00ec n\u00f3 bi\u1ebfn nh\u1eefng h\u00ecnh \u1ea3nh th\u00f4ng th\u01b0\u1eddng th\u00e0nh nh\u1eefng manh m\u1ed1i c\u00f3 gi\u00e1 tr\u1ecb, gi\u00fap ng\u01b0\u1eddi d\u00f9ng nghi\u00ean c\u1ee9u hi\u1ec7n tr\u01b0\u1eddng, kh\u00e1m ph\u00e1 ngu\u1ed3n g\u1ed1c \u1ea3nh v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c h\u00ecnh th\u1ee9c ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh m\u1edbi.<\/p>\n

\u01afu \u0111i\u1ec3m c\u1ee7a \u1ee9ng d\u1ee5ng<\/h2>\n

<\/i> Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh th\u00f4ng minh <\/strong><\/p>\n

M\u1ed9t trong nh\u1eefng \u0111i\u1ec3m n\u1ed5i b\u1eadt ch\u00ednh c\u1ee7a lo\u1ea1i \u1ee9ng d\u1ee5ng n\u00e0y l\u00e0 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 ph\u00e2n t\u00edch chi ti\u1ebft h\u00ecnh \u1ea3nh<\/b> \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 b\u1ecb nhi\u1ec1u ng\u01b0\u1eddi b\u1ecf qua. Thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u trong \u1ea3nh, c\u00f4ng c\u1ee5 n\u00e0y quan s\u00e1t b\u1ed1i c\u1ea3nh, phong c\u1ea3nh, v\u1eadt th\u1ec3, \u00e1nh s\u00e1ng, t\u00f2a nh\u00e0 v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 m\u00f4i tr\u01b0\u1eddng. \u0110i\u1ec1u n\u00e0y l\u00e0m cho tr\u1ea3i nghi\u1ec7m tr\u1edf n\u00ean th\u00fa v\u1ecb \u0111\u1ed1i v\u1edbi c\u1ea3 nh\u1eefng ng\u01b0\u1eddi t\u00f2 m\u00f2 v\u00e0 nh\u1eefng ng\u01b0\u1eddi th\u00edch \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0o cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y.<\/p>\n

<\/i> Kh\u00e1m ph\u00e1 nh\u1eefng \u0111\u1ecba \u0111i\u1ec3m qua \u1ea3nh ch\u1ee5p. <\/strong><\/p>\n

M\u1ed9t \u0111i\u1ec3m m\u1ea1nh kh\u00e1c l\u00e0 kh\u1ea3 n\u0103ng C\u1ed1 g\u1eafng x\u00e1c \u0111\u1ecbnh ngu\u1ed3n g\u1ed1c c\u1ee7a m\u1ed9t h\u00ecnh \u1ea3nh.<\/b> Ngay c\u1ea3 khi v\u1ecb tr\u00ed kh\u00f4ng \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 h\u1eefu \u00edch \u0111\u1ec3 ph\u00e2n t\u00edch \u1ea3nh c\u0169, \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh m\u1ea1ng x\u00e3 h\u1ed9i, h\u00ecnh \u1ea3nh nh\u1eadn \u0111\u01b0\u1ee3c trong c\u00e1c cu\u1ed9c tr\u00f2 chuy\u1ec7n ho\u1eb7c c\u00e1c b\u1ea3n ghi kh\u00f4ng c\u00f3 ch\u00fa th\u00edch. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 \u0111\u01b0\u1ee3c m\u1ed9t c\u00e1ch thi\u1ebft th\u1ef1c \u0111\u1ec3 t\u00ecm ki\u1ebfm manh m\u1ed1i tr\u1ef1c quan m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i t\u1ef1 m\u00ecnh \u0111i\u1ec1u tra m\u1ecdi th\u1ee9.<\/p>\n

<\/i> Giao di\u1ec7n th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng, ph\u00f9 h\u1ee3p cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng. <\/strong><\/p>\n

C\u00e1c \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c n\u00e0y th\u01b0\u1eddng d\u1ef1a v\u00e0o giao di\u1ec7n \u0111i\u1ec1u h\u01b0\u1edbng \u0111\u01a1n gi\u1ea3n: ch\u1ecdn h\u00ecnh \u1ea3nh, g\u1eedi \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 ch\u1edd k\u1ebft qu\u1ea3. Quy tr\u00ecnh \u0111\u01a1n gi\u1ea3n n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec n\u00f3 gi\u00fap t\u00ednh n\u0103ng n\u00e0y d\u1ec5 ti\u1ebfp c\u1eadn ngay c\u1ea3 v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng hi\u1ec3u g\u00ec v\u1ec1 \u0111\u1ecbnh v\u1ecb \u0111\u1ecba l\u00fd, nh\u1eadn d\u1ea1ng m\u1eabu ho\u1eb7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Ch\u1ec9 v\u1edbi v\u00e0i thao t\u00e1c ch\u1ea1m, ng\u01b0\u1eddi d\u00f9ng \u0111\u00e3 c\u00f3 th\u1ec3 th\u1eed nghi\u1ec7m \u00fd t\u01b0\u1edfng c\u1ee7a \u1ee9ng d\u1ee5ng.<\/p>\n

<\/i> H\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u tr\u1ef1c quan. <\/strong><\/p>\n

Ngo\u00e0i vi\u1ec7c th\u1ecfa m\u00e3n s\u1ef1 t\u00f2 m\u00f2, t\u00ednh n\u0103ng n\u00e0y c\u00f2n c\u00f3 ch\u1ee9c n\u0103ng... t\u00ecm ki\u1ebfm tr\u1ef1c quan<\/b>. Nh\u1eefng ng\u01b0\u1eddi l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c n\u1ed9i dung s\u1ed1, du l\u1ecbch, nhi\u1ebfp \u1ea3nh, video ng\u1eafn ho\u1eb7c theo d\u00f5i xu h\u01b0\u1edbng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng lo\u1ea1i c\u00f4ng c\u1ee5 n\u00e0y \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c h\u00ecnh \u1ea3nh tham kh\u1ea3o. M\u1ed9t phong c\u1ea3nh, m\u1ed9t con ph\u1ed1 ho\u1eb7c m\u1ed9t t\u00f2a nh\u00e0 c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c t\u00ecm ki\u1ebfm m\u1edbi, \u00fd t\u01b0\u1edfng k\u1ecbch b\u1ea3n v\u00e0 so s\u00e1nh v\u1edbi c\u00e1c h\u00ecnh \u1ea3nh t\u01b0\u01a1ng t\u1ef1 kh\u00e1c.<\/p>\n

<\/i> Tr\u1ea3i nghi\u1ec7m hi\u1ec7n \u0111\u1ea1i v\u1edbi c\u00e1c t\u00ednh n\u0103ng AI <\/strong><\/p>\n

\u0110\u00e2y l\u00e0 lo\u1ea1i \u1ee9ng d\u1ee5ng thu h\u00fat s\u1ef1 ch\u00fa \u00fd b\u1eb1ng c\u00e1ch tr\u00ecnh b\u00e0y tr\u1ef1c quan c\u00e1ch th\u1ee9c th\u1ef1c hi\u1ec7n... Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1o sinh v\u00e0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/b> Ch\u00fang \u0111ang tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a cu\u1ed9c s\u1ed1ng th\u01b0\u1eddng nh\u1eadt. Thay v\u00ec m\u1ed9t th\u1ee9 tr\u1eebu t\u01b0\u1ee3ng, ng\u01b0\u1eddi d\u00f9ng th\u1ea5y \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3 c\u1ee7a c\u00f4ng ngh\u1ec7: chuy\u1ec3n \u0111\u1ed5i m\u1ed9t b\u1ee9c \u1ea3nh th\u00e0nh m\u1ed9t gi\u1ea3 thuy\u1ebft \u0111\u1ecba l\u00fd. \u0110i\u1ec1u n\u00e0y l\u00e0m cho tr\u1ea3i nghi\u1ec7m tr\u1edf n\u00ean h\u1ea5p d\u1eabn, \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi th\u00edch th\u1eed nghi\u1ec7m c\u00e1c t\u00ednh n\u0103ng m\u1edbi k\u1ebft h\u1ee3p h\u00ecnh \u1ea3nh, t\u00ecm ki\u1ebfm v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/p>\n

<\/i> Kh\u00e1m ph\u00e1 nh\u1eefng chi ti\u1ebft m\u00e0 n\u1ebfu kh\u00f4ng s\u1ebd b\u1ecb b\u1ecf qua. <\/strong><\/p>\n

Th\u01b0\u1eddng th\u00ec, m\u1ed9t b\u1ee9c \u1ea3nh tho\u1ea1t nh\u00ecn c\u00f3 v\u1ebb b\u00ecnh th\u01b0\u1eddng. Nh\u01b0ng khi \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch b\u1eb1ng m\u1ed9t c\u00f4ng c\u1ee5 chuy\u00ean d\u1ee5ng, nh\u1eefng chi ti\u1ebft th\u00fa v\u1ecb s\u1ebd hi\u1ec7n ra: ki\u1ec3u d\u00e1ng c\u1ed9t \u0111\u00e8n, lo\u1ea1i nh\u1ef1a \u0111\u01b0\u1eddng, th\u1ea3m th\u1ef1c v\u1eadt \u0111\u1ecba ph\u01b0\u01a1ng, ng\u00f4n ng\u1eef tr\u00ean bi\u1ec3n b\u00e1o, \u0111\u1ecba h\u00ecnh, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 c\u00e1c m\u00f4 h\u00ecnh \u0111\u00f4 th\u1ecb. \u1ee8ng d\u1ee5ng n\u00e0y gi\u00fap... H\u00e3y nh\u00ecn k\u1ef9 h\u01a1n v\u00e0o h\u00ecnh \u1ea3nh.<\/b>, Nh\u01b0 th\u1ec3 \u0111\u01b0a ra m\u1ed9t g\u00f3c nh\u00ecn th\u1ee9 hai v\u1ec1 t\u00ecnh hu\u1ed1ng \u0111\u00f3.<\/p>\n

<\/i> Nhanh h\u01a1n t\u00ecm ki\u1ebfm th\u1ee7 c\u00f4ng. <\/strong><\/p>\n

Vi\u1ec7c t\u1ef1 m\u00ecnh t\u00ecm ki\u1ebfm ngu\u1ed3n g\u1ed1c c\u1ee7a m\u1ed9t b\u1ee9c \u1ea3nh c\u00f3 th\u1ec3 r\u1ea5t t\u1ed1n th\u1eddi gian. N\u00f3 \u0111\u00f2i h\u1ecfi ph\u1ea3i xem x\u00e9t c\u00e1c h\u00ecnh \u1ea3nh \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1eaft x\u00e9n, m\u1edf b\u1ea3n \u0111\u1ed3, so s\u00e1nh h\u00ecnh \u1ea3nh, d\u1ecbch c\u00e1c bi\u1ec3n b\u00e1o v\u00e0 c\u1ed1 g\u1eafng t\u00ecm ra \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng. M\u1ed9t \u1ee9ng d\u1ee5ng chuy\u00ean d\u1ee5ng cho vi\u1ec7c n\u00e0y s\u1ebd ti\u1ebft ki\u1ec7m th\u1eddi gian b\u1eb1ng c\u00e1ch t\u1eadp trung ph\u00e2n t\u00edch ch\u1ec9 trong v\u00e0i gi\u00e2y. Ngay c\u1ea3 khi kh\u00f4ng cung c\u1ea5p s\u1ef1 x\u00e1c nh\u1eadn tuy\u1ec7t \u0111\u1ed1i, n\u00f3 v\u1eabn c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 qu\u00e1 tr\u00ecnh t\u00ecm ki\u1ebfm.<\/p>\n

<\/i> H\u1eefu \u00edch cho vi\u1ec7c t\u00ecm t\u00f2i, h\u1ecdc t\u1eadp v\u00e0 quan s\u00e1t tr\u1ef1c quan. <\/strong><\/p>\n

\u1ee8ng d\u1ee5ng n\u00e0y c\u00f3 th\u1ec3 thu h\u00fat nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng kh\u00e1c nhau. M\u1ed9t s\u1ed1 ng\u01b0\u1eddi s\u1eed d\u1ee5ng n\u00f3 ch\u1ec9 v\u00ec t\u00f2 m\u00f2, s\u1ed1 kh\u00e1c th\u00ec \u0111\u1ec3 h\u1ecdc t\u1eadp, so s\u00e1nh t\u00ecnh hu\u1ed1ng, ph\u00e2n t\u00edch n\u1ed9i dung, ho\u1eb7c th\u1eadm ch\u00ed \u0111\u1ec3 r\u00e8n luy\u1ec7n kh\u1ea3 n\u0103ng nh\u1eadn th\u1ee9c th\u1ecb gi\u00e1c. \u0110i\u1ec1u n\u00e0y l\u00e0m t\u0103ng \u0111\u00e1ng k\u1ec3 s\u1ee9c h\u1ea5p d\u1eabn c\u1ee7a c\u00f4ng c\u1ee5, bi\u1ebfn n\u00f3 kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 m\u1ed9t \u0111i\u1ec1u m\u1edbi l\u1ea1 m\u00e0 tr\u1edf th\u00e0nh m\u1ed9t l\u1ef1a ch\u1ecdn th\u00fa v\u1ecb cho nh\u1eefng ng\u01b0\u1eddi th\u00edch kh\u00e1m ph\u00e1 h\u00ecnh \u1ea3nh m\u1ed9t c\u00e1ch th\u00f4ng minh h\u01a1n.<\/p>\n

\u1ee8ng d\u1ee5ng lo\u1ea1i n\u00e0y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n

Tr\u00ean th\u1ef1c t\u1ebf, quy tr\u00ecnh th\u01b0\u1eddng tu\u00e2n theo m\u1ed9t logic \u0111\u01a1n gi\u1ea3n. Ng\u01b0\u1eddi d\u00f9ng g\u1eedi m\u1ed9t h\u00ecnh \u1ea3nh v\u00e0 c\u00f4ng c\u1ee5 s\u1ebd \u00e1p d\u1ee5ng c\u00e1c m\u1eabu cho... th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/b> H\u1ec7 th\u1ed1ng s\u1ebd x\u00e1c \u0111\u1ecbnh c\u00e1c manh m\u1ed1i t\u1eeb m\u00f4i tr\u01b0\u1eddng xung quanh. Sau \u0111\u00f3, h\u1ec7 th\u1ed1ng s\u1ebd \u0111\u1ed1i chi\u1ebfu c\u00e1c t\u00edn hi\u1ec7u n\u00e0y v\u1edbi c\u00e1c \u0111i\u1ec3m tham chi\u1ebfu, c\u00e1c m\u1eabu h\u00ecnh tr\u1ef1c quan v\u00e0 c\u00e1c gi\u1ea3 thuy\u1ebft \u0111\u1ecba l\u00fd. T\u00f9y thu\u1ed9c v\u00e0o \u1ee9ng d\u1ee5ng, k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 cung c\u1ea5p g\u1ee3i \u00fd v\u1ec1 m\u1ed9t th\u00e0nh ph\u1ed1, khu v\u1ef1c, t\u1ecda \u0111\u1ed9 g\u1ea7n \u0111\u00fang ho\u1eb7c ch\u1ec9 l\u00e0 c\u00e1c manh m\u1ed1i theo ng\u1eef c\u1ea3nh \u0111\u1ec3 ti\u1ebfp t\u1ee5c nghi\u00ean c\u1ee9u.<\/p>\n

C\u1ea7n l\u01b0u \u00fd r\u1eb1ng hi\u1ec7u su\u1ea5t c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3. \u1ea2nh ch\u1ee5p c\u00f3 \u00e1nh s\u00e1ng t\u1ed1t, kh\u00f4ng gian m\u1edf v\u00e0 c\u00f3 c\u00e1c \u0111i\u1ec3m m\u1ed1c tr\u1ef1c quan, m\u1eb7t ti\u1ec1n, bi\u1ec3n hi\u1ec7u ho\u1eb7c phong c\u1ea3nh d\u1ec5 nh\u1eadn bi\u1ebft th\u01b0\u1eddng cho k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n. Ng\u01b0\u1ee3c l\u1ea1i, \u1ea3nh ch\u1ee5p c\u1eadn c\u1ea3nh v\u1edbi ph\u00f4ng n\u1ec1n chung chung, \u0111\u1ed9 ph\u00e2n gi\u1ea3i th\u1ea5p ho\u1eb7c ch\u1ec9nh s\u1eeda qu\u00e1 m\u1ee9c c\u00f3 th\u1ec3 h\u1ea1n ch\u1ebf kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch. Do \u0111\u00f3, t\u1ed1t nh\u1ea5t n\u00ean coi \u1ee9ng d\u1ee5ng n\u00e0y nh\u01b0 m\u1ed9t b\u00e0i ki\u1ec3m tra. c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3<\/b>, v\u00e0 kh\u00f4ng ph\u1ea3i l\u00e0 s\u1ef1 \u0111\u1ea3m b\u1ea3o tuy\u1ec7t \u0111\u1ed1i.<\/p>\n

Khi n\u00e0o th\u00ec n\u00ean ti\u1ebfn h\u00e0nh x\u00e9t nghi\u1ec7m?<\/h2>\n

Lo\u1ea1i \u1ee9ng d\u1ee5ng n\u00e0y c\u00f3 th\u1ec3 h\u1eefu \u00edch cho nh\u1eefng ng\u01b0\u1eddi th\u00edch... C\u00f4ng ngh\u1ec7, nhi\u1ebfp \u1ea3nh, b\u1ea3n \u0111\u1ed3, du l\u1ecbch v\u00e0 nh\u1eefng \u0111i\u1ec1u k\u1ef3 th\u00fa k\u1ef9 thu\u1eadt s\u1ed1.<\/b>. \u1ee8ng d\u1ee5ng n\u00e0y c\u0169ng th\u00fa v\u1ecb \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi s\u00e1ng t\u1ea1o n\u1ed9i dung ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh tr\u00ean internet, ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n kh\u00e1m ph\u00e1 b\u1ed1i c\u1ea3nh trong nh\u1eefng b\u1ee9c \u1ea3nh c\u0169 v\u00e0 nh\u1eefng ng\u01b0\u1eddi th\u00edch th\u1eed nghi\u1ec7m c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n \u0111\u1ea1i. \u0110i\u1ec3m h\u1ea5p d\u1eabn ch\u00ednh c\u1ee7a n\u00f3 n\u1eb1m \u1edf s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa t\u00ednh th\u1ef1c ti\u1ec5n v\u1edbi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c bi\u1ec7t so v\u1edbi h\u1ea7u h\u1ebft c\u00e1c \u1ee9ng d\u1ee5ng truy\u1ec1n th\u1ed1ng.<\/p>\n

M\u1ed9t \u0111i\u1ec3m quan tr\u1ecdng kh\u00e1c l\u00e0 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 n\u00e0y m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd. C\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng ch\u00ednh x\u00e1c, v\u00e0 ng\u1eef c\u1ea3nh c\u1ee7a h\u00ecnh \u1ea3nh v\u1eabn r\u1ea5t c\u1ea7n thi\u1ebft. Tuy nhi\u00ean, v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t th\u1eed nghi\u1ec7m t\u00ecm ki\u1ebfm h\u00ecnh \u1ea3nh, t\u00ednh n\u0103ng n\u00e0y \u0111\u00e1ng ch\u00fa \u00fd v\u00e0 cho th\u1ea5y \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 ti\u00ean ti\u1ebfn h\u01a1n nhi\u1ec1u trong vi\u1ec7c ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh.<\/p>\n

C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h2>\n
\n <\/i> \u1ee8ng d\u1ee5ng lo\u1ea1i n\u00e0y c\u00f3 th\u1ec3 t\u00ecm ra v\u1ecb tr\u00ed ch\u00ednh x\u00e1c c\u1ee7a b\u1ea5t k\u1ef3 b\u1ee9c \u1ea3nh n\u00e0o kh\u00f4ng?\n<\/div>\n
\n

Kh\u00f4ng nh\u1ea5t thi\u1ebft. \u0110\u1ed9 ch\u00ednh x\u00e1c ph\u1ee5 thu\u1ed9c r\u1ea5t nhi\u1ec1u v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh.<\/b>, K\u1ebft qu\u1ea3 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c y\u1ebfu t\u1ed1 h\u00ecnh \u1ea3nh hi\u1ec7n c\u00f3 v\u00e0 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n manh m\u1ed1i t\u1eeb m\u00f4i tr\u01b0\u1eddng c\u1ee7a h\u1ec7 th\u1ed1ng. Trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 kh\u00e1 ch\u00ednh x\u00e1c; trong nh\u1eefng tr\u01b0\u1eddng h\u1ee3p kh\u00e1c, n\u00f3 ch\u1ec9 c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng g\u1ee3i \u00fd chung chung.<\/p>\n<\/div>\n

\n <\/i> \u1ee8ng d\u1ee5ng n\u00e0y c\u00f3 c\u1ea7n GPS hay d\u1eef li\u1ec7u si\u00eau d\u1eef li\u1ec7u \u1ea3nh kh\u00f4ng?\n<\/div>\n
\n

Kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng v\u1eady. M\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 trong l\u0129nh v\u1ef1c n\u00e0y ph\u00e2n t\u00edch... ph\u1ea7n tr\u1ef1c quan c\u1ee7a h\u00ecnh \u1ea3nh<\/b> C\u1ed1 g\u1eafng t\u00ecm ra v\u1ecb tr\u00ed, ngay c\u1ea3 khi kh\u00f4ng c\u00f3 GPS \u0111\u01b0\u1ee3c l\u01b0u trong t\u1ec7p. \u0110\u00e2y ch\u00ednh l\u00e0 \u0111i\u1ec1u l\u00e0m cho lo\u1ea1i t\u00e0i nguy\u00ean n\u00e0y tr\u1edf n\u00ean th\u00fa v\u1ecb \u0111\u1ed1i v\u1edbi vi\u1ec7c th\u1eed nghi\u1ec7m v\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n<\/div>\n

\n <\/i> \u1ee8ng d\u1ee5ng n\u00e0y c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi \u1ea3nh c\u0169 ho\u1eb7c \u1ea3nh ch\u1ee5p m\u00e0n h\u00ecnh m\u1ea1ng x\u00e3 h\u1ed9i kh\u00f4ng?\n<\/div>\n
\n

V\u00e2ng, trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p n\u00f3 c\u00f3 hi\u1ec7u qu\u1ea3. N\u1ebfu h\u00ecnh \u1ea3nh c\u00f3 t\u00edn hi\u1ec7u th\u1ecb gi\u00e1c \u0111\u1ea7y \u0111\u1ee7<\/b>, B\u1eb1ng c\u00e1ch kh\u00e1m ph\u00e1 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m nh\u01b0 t\u00f2a nh\u00e0, c\u1ea3nh quan, \u0111\u01b0\u1eddng ph\u1ed1, bi\u1ec3n b\u00e1o ho\u1eb7c c\u00e1c y\u1ebfu t\u1ed1 \u0111\u1eb7c tr\u01b0ng kh\u00e1c, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 c\u1ed1 g\u1eafng \u0111\u1ec1 xu\u1ea5t m\u1ed9t v\u1ecb tr\u00ed g\u1ea7n \u0111\u00fang ho\u1eb7c cung c\u1ea5p c\u00e1c h\u01b0\u1edbng \u0111i \u0111\u1ec3 t\u00ecm ki\u1ebfm chi ti\u1ebft h\u01a1n.<\/p>\n<\/div>\n

\n <\/i> Li\u1ec7u vi\u1ec7c t\u1ea3i xu\u1ed1ng m\u1ed9t \u1ee9ng d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0y c\u00f3 \u0111\u00e1ng gi\u00e1 kh\u00f4ng?\n<\/div>\n
\n

D\u00e0nh cho nh\u1eefng ai th\u00edch th\u1eed nghi\u1ec7m c\u00e1c t\u00ednh n\u0103ng AI m\u1edbi<\/b>, Vi\u1ec7c kh\u00e1m ph\u00e1 \u1ea3nh v\u00e0 t\u00ecm hi\u1ec3u c\u00e1c \u0111\u1ecba \u0111i\u1ec3m th\u00f4ng qua h\u00ecnh \u1ea3nh ch\u1eafc ch\u1eafn r\u1ea5t \u0111\u00e1ng gi\u00e1. \u0110\u00f3 l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c bi\u1ec7t, th\u00fa v\u1ecb v\u00e0 h\u1eefu \u00edch cho vi\u1ec7c nghi\u00ean c\u1ee9u, h\u1ecdc t\u1eadp v\u00e0 gi\u1ea3i tr\u00ed b\u1eb1ng h\u00ecnh \u1ea3nh.<\/p>\n<\/div>\n

\n <\/i> K\u1ebft qu\u1ea3 \u0111\u00f3 c\u00f3 lu\u00f4n \u0111\u00e1ng tin c\u1eady kh\u00f4ng?\n<\/div>\n
\n

Kh\u00f4ng. L\u00fd t\u01b0\u1edfng nh\u1ea5t l\u00e0 k\u1ebft qu\u1ea3 n\u00ean \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t \u01b0\u1edbc t\u00ednh ban \u0111\u1ea7u ho\u1eb7c manh m\u1ed1i<\/b>. \u1ea2nh c\u00e0ng r\u00f5 n\u00e9t v\u00e0 chi ti\u1ebft th\u00ec kh\u1ea3 n\u0103ng thu \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 h\u1eefu \u00edch c\u00e0ng cao. Tuy nhi\u00ean, vi\u1ec7c x\u00e1c nh\u1eadn cu\u1ed1i c\u00f9ng c\u00f3 th\u1ec3 c\u1ea7n \u0111\u1ebfn vi\u1ec7c so s\u00e1nh v\u1edbi b\u1ea3n \u0111\u1ed3, t\u00ecm ki\u1ebfm b\u1ed5 sung v\u00e0 ph\u00e2n t\u00edch c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

Ferramentas de intelig\u00eancia artificial capazes de analisar uma imagem e sugerir onde ela foi tirada v\u00eam chamando aten\u00e7\u00e3o de quem acompanha tecnologia, seguran\u00e7a digital e investiga\u00e7\u00f5es visuais. A proposta \u00e9 simples de entender, mas impressionante na pr\u00e1tica: enviar uma foto, deixar a IA observar elementos como arquitetura, placas, vegeta\u00e7\u00e3o, ruas, clima, idioma e outros padr\u00f5es […]<\/p>","protected":false},"author":1,"featured_media":590,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":{"0":"post-588","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-noticias"},"_links":{"self":[{"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/posts\/588","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/comments?post=588"}],"version-history":[{"count":2,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/posts\/588\/revisions"}],"predecessor-version":[{"id":592,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/posts\/588\/revisions\/592"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/media\/590"}],"wp:attachment":[{"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/media?parent=588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/categories?post=588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lobviral.com\/vi\/wp-json\/wp\/v2\/tags?post=588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}