{"id":1426473,"date":"2023-12-07T14:32:23","date_gmt":"2023-12-07T05:32:23","guid":{"rendered":"https:\/\/www.hanwhavision.com\/?post_type=hws_case_study&p=1426473"},"modified":"2025-05-02T12:34:14","modified_gmt":"2025-05-02T03:34:14","slug":"%eb%b3%bc%eb%b2%a0%ec%8a%a4-%eb%a7%88%ec%bc%93-%eb%8d%b4%eb%a7%88%ed%81%ac","status":"publish","type":"hws_case_study","link":"https:\/\/www.hanwhavision.com\/ko\/solutions\/case-study\/1426473\/","title":{"rendered":"\ubcfc\ubca0\uc2a4 \ub9c8\ucf13"},"content":{"rendered":"
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\ud55c\ud654\ube44\uc804<\/em>, \ub374\ub9c8\ud06c \ucd5c\ub300\uaddc\ubaa8 \uc804\ud1b5\uc2dc\uc7a5 \u2018\ubcfc\ubca0\uc2a4 \ub9c8\ucf13\u2019\uc5d0 \ub300\uaddc\ubaa8 \uc778\ud30c \ud750\ub984 \uad00\ub9ac \uc9c0\uc6d0\ud558\ub294 AI \uc601\uc0c1\ubcf4\uc548 \uc194\ub8e8\uc158 \uc81c\uacf5<\/div>\n<\/div>\n
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 <\/p>\n<\/div>\n

\u201c\ud55c\ud654\ube44\uc804\uc758 AI \uae30\uc220\uacfc \ubcf4\uc548 \uce74\uba54\ub77c, Wave VMS\uc640 \uc601\uc0c1\uad00\uc81c\uc2dc\uc2a4\ud15c\uc740 \uc2dc\uc7a5 \ubc29\ubb38\uac1d\ubd80\ud130 \uc0c1\uc778, \uac70\ub798\ub418\ub294 \ub9d0\uacfc \uc18c\uc911\ud55c \uc790\uc0b0\uc778 \uc7a5\ube44\ub4e4\uc744 \ubc24\ub0ae\uc5c6\uc774 \uc548\uc804\ud558\uac8c \ubcf4\ud638\ud560 \ubfd0 \uc544\ub2c8\ub77c \uc601\uc0c1 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc778\uc0ac\uc774\ud2b8\ub97c \ud1b5\ud574 \ub9c8\ucf13\uc774 \ud5a5\ud6c4 \ub354 \ub098\uc740 \ubc29\ud5a5\uc73c\ub85c \uac1c\uc120\ub420 \uc218 \uc788\ub294 \uc544\uc774\ub514\uc5b4\ub97c \uc81c\uacf5\ud55c\ub2e4.\u201d<\/div>\n<\/div>\n
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\u2666 Challenge<\/div>\n
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\u2018\ub374\ub9c8\ud06c\uc758 \uac00\uc7a5 \ud070 \uc804\ud1b5\uc2dc\uc7a5\u2019\uc73c\ub85c \uc54c\ub824\uc9c4 \ubcfc\ubca0\uc2a4 \ub9c8\ucf13(Vorbasse Market)\uc5d0\ub294 \ub9e4\ub144 \ucd5c\ub300 25\ub9cc\uba85\uc774 \ubc29\ubb38\uc744 \ud55c\ub2e4. \ubcfc\ubca0\uc2a4 \ub9c8\ucf13\uc740 1730\ub144 \ub9d0(horse)\uc744 \uac70\ub798\ud558\ub294 \ub9c8\uc2dc\uc7a5\uc73c\ub85c \uc2dc\uc791\ud588\ub294\ub370, \ub9e4\ub144 \ucd5c\ub300 500\ub9c8\ub9ac\uc758 \ub9d0\uc774 \uc2dc\uc7a5\uc5d0 \ub098\uc624\uba70 \uc5ec\uae30\uc5d0 650\uc5ec\uba85\uc758 \uc0c1\uc778\uacfc 200\uc5ec\uba85\uc758 \uc18c\ud615 \ub3d9\ubb3c \ubb34\uc5ed\uc0c1\uc774 \ucc38\uc5ec\ud55c\ub2e4. \ud604\uc7ac\ub294 \ub374\ub9c8\ud06c\uc758 \uac00\uc7a5 \ud070 \uc5ec\ud589 \ubc15\ub78c\ud68c\ub97c \uac1c\ucd5c\ud558\ub294 \ucea0\ud551\uc7a5\uacfc \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \ud504\ub85c\uadf8\ub7a8\uc774 \uc9c4\ud589\ud558\ub294 \uc7a5\uc18c\ub85c\ub3c4 \ud65c\uc6a9\ub418\uace0 \uc788\ub2e4.<\/p>\n

\ubcfc\ubca0\uc2a4 \ub9c8\ucf13 \uc6b4\uc601\ub2e8\uc740 \ub300\uaddc\ubaa8 \ubc29\ubb38\uac1d\uacfc \ub3d9\ubb3c\uc758 \uc548\uc804\uc744 \ubcf4\uc7a5\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc2dc\uc7a5 \uc8fc\ubcc0\uc758 \uc778\ud30c\uc640 \ub300\uae30\uc5f4, \uc778\ud30c \ubc00\uc9d1 \uc7a5\uc18c \ub4f1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \ud544\uc694\uac00 \uc788\uc5c8\ub2e4. \uc774\ub4e4\uc740 \uc2dc\uc7a5 \uacf3\uacf3\uc744 \uac04\ud3b8\ud558\uac8c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc8fc\uc758\uac00 \ud544\uc694\ud55c \ubaa8\ub4e0 \uc774\ubca4\ud2b8\uc5d0 \uc2e0\uc18d\ud788 \ub300\uc751\ud558\uae30\ub97c \uc6d0\ud588\ub2e4. \ud2b9\ud788 \ubcfc\ubca0\uc2a4 \ub9c8\ucf13\uc740 \uc57c\uac04\uc5d0\ub3c4 \ucd9c\uc785\uc774 \uac00\ub2a5\ud574 24\uc2dc\uac04 \uc0c1\uc2dc \ubaa8\ub2c8\ud130\ub9c1\uc774 \uc911\uc694\ud588\uace0, \uc774 \ub54c\ubb38\uc5d0 \uc57c\uac04\uacfc \uc545\ucc9c\ud6c4\uc5d0\ub3c4 \uac00\uc2dc\uc131\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\ub294 IR \uae30\ub2a5\uc774 \ud3ec\ud568\ub41c \uce74\uba54\ub77c\uac00 \ud544\uc694\ud588\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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\u2666 Solution<\/div>\n
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\ubcfc\ubca0\uc2a4 \ub9c8\ucf13\uc740 \ud55c\ud654\ube44\uc804<\/em>\uacfc \ud55c\ud654\ube44\uc804<\/em>\uc758 \uc124\uce58 \ud30c\ud2b8\ub108 \uc544\uc6c3\uc2a4\ucf00\uc77c(Outscale)\uc744 \ud0dd\ud588\ub2e4. \ud55c\ud654\ube44\uc804<\/em>\uc758 X\uc2dc\ub9ac\uc988, P\uc2dc\ub9ac\uc988 \uce74\uba54\ub77c 55\ub300\uac00 \ud604\uc7a5\uc5d0 \uc124\uce58\ub418\uc5c8\ub294\ub370, \uc774 \uc911 45\ub300\uc758 \ud30c\uc190 \ubc29\uc9c0\ud615 IR \ub3d4 \uce74\uba54\ub77c XNV-9081R\uc740 \ub525\ub7ec\ub2dd \uae30\ub2a5\uc774 \ud0d1\uc7ac\ub41c AI \ub3d4 \uce74\uba54\ub77c PND-A6080RV\uc640 \uacb0\ud569, \uae30\ub2a5\uc801\uc778 \ubcf4\uc644\uc744 \uc774\ub8e8\uc5b4 \ub0c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uc804\ub7b5\uc801 \uc124\uce58\ub294 \uc624\uacbd\ubcf4\ub97c \uc904\uc5ec \uc6b4\uc601\uc790\uc758 \uc5c5\ubb34 \ud53c\ub85c\ub3c4\uc640 \uc791\uc5c5 \ud6a8\uc728 \uac1c\uc120\uc744 \ub3d5\ub294\ub2e4. \uc5ec\uae30\uc5d0 \ub354\ud574, \uc124\uce58\ub41c \uce74\uba54\ub77c\ub4e4\uc740 \ubc30\ud68c(loitering)\ud558\ub294 \uac1d\uccb4, \ube44\uba85\uacfc \uac19\uc740 \uc774\uc0c1 \uc18c\ub9ac, \ub9c8\uc2a4\ud06c \ucc29\uc6a9 \uc5ec\ubd80, \uce74\uba54\ub77c\uc758 \uc870\uc791 \uc2dc\ub3c4(tampering), \ucda9\uaca9 \ub4f1\uc744 \uac10\uc9c0\ud55c\ub2e4.<\/p>\n

XNV-6080R\uc740 \ubcf5\ub3c4\ubdf0\ub97c \uc81c\uacf5\ud574 \uc0b0\ucc45\ub85c\ub098 \uc6b8\ud0c0\ub9ac \uc8fc\ubcc0\uacfc \uac19\uc740 \uc881\uc740 \uc601\uc5ed\uc758 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uac00\ub2a5\ud558\uac8c \ud55c\ub2e4. \uc57c\uac04 \uac00\uc2dc\uac70\ub9ac\uac00 50m\uc778 IR\uacfc \ub80c\uc988\uc65c\uace1\ubcf4\uc815(LDC) \uae30\ub2a5\uc774 \ud0d1\uc7ac\ub418\uc5b4 \ubc24\ub0ae\uc73c\ub85c \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc120\uba85\ud55c \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud55c\ub2e4. PND-A9081RV\ub294 \ucd5c\uc0c1 \ud004\ub9ac\ud2f0\uc758 \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud574 \ub300\uc5ed\ud3ed \ubc0f \uc800\uc7a5 \uacf5\uac04\uc758 \uc81c\ud55c\uc744 \ud574\uc18c\ud558\ub294 \ubca0\uc2a4\ud2b8\uc0f7(BestShot)\uc744 \uc81c\uacf5\ud55c\ub2e4. \uc5ec\uae30\uc5d0\ub294 IR PTZ \uce74\uba54\ub77c XNP-8250R\ub85c PTZ \ud578\ub4dc\uc624\ubc84(Hand-over) \uae30\ub2a5\uc744 \ub354\ud574 \uc774\ubca4\ud2b8 \uc0c1\ud669\uc744 \ub354 \uc798 \uc774\ud574\ud558\uac70\ub098 \uac1d\uccb4\uc758 \uc6c0\uc9c1\uc784\uc744 \ucd94\uc801\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud588\ub2e4.<\/p>\n

\ud604\uc7a5\uc5d0\ub294 \uc0ac\ub78c, \uc5bc\uad74, \ucc28\ub7c9 \ub4f1\uc758 AI \uac1d\uccb4 \ud0d0\uc9c0\ubd80\ud130 \uac00\uc0c1\uc120(\uc9c0\ub098\uac10\/\ubc29\ud5a5)\uc774\ub098 \uac00\uc0c1\uc601\uc5ed(\ubc30\ud68c\/\uce68\uc785\/\ub4e4\uc5b4\uac10\/\ub098\uac10)\uc744 \ubcf4\uc5ec\uc8fc\ub294 \uae30\ub2a5\uae4c\uc9c0 \uac16\ucd98 \ubd88\ub81b \uce74\uba54\ub77c XNO-8083R\uacfc XNO-C7083R\ub3c4 \uc124\uce58\ub410\ub2e4. \ub354\ubd88\uc5b4, \uc790\ub3d9 \ucc28\ub7c9\ubc88\ud638 \uc778\uc2dd \uc194\ub8e8\uc158(ANPR)\uacfc\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \ud6a8\uc728\uc801\uc73c\ub85c \uc8fc\ucc28 \uacf5\uac04\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\ub2e4.<\/p>\n

Wave VMS\ub85c \uad6c\ub3d9\ub418\ub294 \uc601\uc0c1\uad00\uc81c\uc2dc\uc2a4\ud15c\uc740 \uc2a4\ub9c8\ud2b8\ud3f0\uc774\ub098 \ud0dc\ube14\ub9bf\uc744 \ud1b5\ud574\uc11c\ub3c4 \ubaa8\ub2c8\ud130\ub9c1 \uc601\uc0c1\uc744 \ubcfc \uc218 \uc788\uac8c \ud574 \ubcf4\uc548 \uc9c1\uc6d0\uc774 \uc21c\ucc30\uc744 \ud558\ub294 \ub3d9\uc548\uc5d0\ub3c4 \uc804\uccb4 \uc2dc\uc7a5\uc744 \uc27d\uac8c \ud655\uc778\ud560 \uc218 \uc788\uc5c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n

\"\"<\/p>\n

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\u2666 Result<\/div>\n
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\ud55c\ud654\ube44\uc804<\/em>\uc758 \uc601\uc0c1\ubcf4\uc548 \uc194\ub8e8\uc158\uc740 \ubc29\ubb38\uac1d\uc758 \uc548\uc804\uc744 \ubcf4\ud638\ud560 \ubfd0 \uc544\ub2c8\ub77c, \uc601\uc0c1 \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \ucc3e\uc544 \ubcfc\ubca0\uc2a4 \ub9c8\ucf13 \uacbd\uc601\uc9c4\uacfc \uacf5\uc720\ud588\ub2e4. \uc608\ucee8\ub300, \ubcfc\ubca0\uc2a4 \ub9c8\ucf13\uc740 \uc2dc\uc7a5\uc744 \uc9c0\ub098\ub294 \uc8fc\uc694 \uacbd\ub85c\ub97c \ud655\uc7a5\ud558\uc5ec \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc904\uc77c \uc218\ub3c4 \uc788\uc5c8\uace0, \uacc4\uc808\ubcc4 \ub370\uc774\ud130 \uae30\ubc18\uc73c\ub85c \uc778\ub825 \ubc30\uce58 \uc77c\uc815\uc744 \uacc4\ud68d\ud560 \uc218 \uc788\uc5c8\ub2e4. \ud2b9\ud788 \ud53c\ud50c \uce74\uc6b4\ud305(People counting) \uae30\ub2a5\uc744 \ud1b5\ud574 \uace0\uac1d\uc758 \ud750\ub984\uc744 \uad00\ub9ac\ud558\uace0, \uacfc\ubc00\ub41c \uc9c0\uc5ed\uc744 \uc0ac\uc804\uc5d0 \ud3d0\uc1c4\ud560 \uc218 \uc788\uc5b4 \uad70\uc911\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubcf4\ud638\ud558\uace0 \ubc29\ubb38\uac1d\uc5d0\uac8c \ucd5c\uace0\uc758 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uac8c \ub410\ub2e4. <\/p>\n

\ud55c\ud654\ube44\uc804<\/em>\uc758 \uce74\uba54\ub77c\ub97c \ud1b5\ud574 \ubaa8\ub2c8\ud130\ub9c1\ub418\ub294 \ubaa8\ub4e0 \uc601\uc0c1\uc740 \ud55c \uacf3\uc5d0 \ud1b5\ud569\ub418\uc5b4 \ub9c8\ucf13\uc774 \uc5f4\ub9b4 \ub54c\ub098 \ub2eb\ud790 \ub54c\ub098 \uc2dc\uc7a5\uc758 \uc804\ubc18\uc801\uc778 \uc0c1\ud669\uc744 \uc798 \uc774\ud574\ud558\uace0 \ud655\uc778\ud560 \uc218 \uc788\uac8c \ud588\ub2e4. AI \uae30\ub2a5\uc744 \ud1b5\ud574\uc11c\ub294 \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc744 \ud30c\uc545\ud574 \uc774\ubca4\ud2b8\uc5d0 \uc120\uc81c\uc801\uc778 \ub300\uc751\uc774 \uac00\ub2a5\ud574\uc84c\ub2e4. <\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\ud55c\ud654\ube44\uc804, \ub374\ub9c8\ud06c \ucd5c\ub300\uaddc\ubaa8 \uc804\ud1b5\uc2dc\uc7a5 \u2018\ubcfc\ubca0\uc2a4 \ub9c8\ucf13\u2019\uc5d0 \ub300\uaddc\ubaa8 \uc778\ud30c \ud750\ub984 \uad00\ub9ac \uc9c0\uc6d0\ud558\ub294 AI \uc601\uc0c1\ubcf4\uc548 \uc194\ub8e8\uc158 \uc81c\uacf5   \u201c\ud55c\ud654\ube44\uc804\uc758 AI \uae30\uc220\uacfc \ubcf4\uc548 \uce74\uba54\ub77c, Wave VMS\uc640 \uc601\uc0c1\uad00\uc81c\uc2dc\uc2a4\ud15c\uc740 \uc2dc\uc7a5 \ubc29\ubb38\uac1d\ubd80\ud130 \uc0c1\uc778, \uac70\ub798\ub418\ub294 \ub9d0\uacfc \uc18c\uc911\ud55c \uc790\uc0b0\uc778 \uc7a5\ube44\ub4e4\uc744 \ubc24\ub0ae\uc5c6\uc774 \uc548\uc804\ud558\uac8c \ubcf4\ud638\ud560 \ubfd0 \uc544\ub2c8\ub77c \uc601\uc0c1 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc778\uc0ac\uc774\ud2b8\ub97c \ud1b5\ud574 \ub9c8\ucf13\uc774 \ud5a5\ud6c4 \ub354 \ub098\uc740 \ubc29\ud5a5\uc73c\ub85c \uac1c\uc120\ub420 \uc218 \uc788\ub294 \uc544\uc774\ub514\uc5b4\ub97c \uc81c\uacf5\ud55c\ub2e4.\u201d \u2666 Challenge \u2018\ub374\ub9c8\ud06c\uc758 […]<\/p>\n","protected":false},"featured_media":1426476,"template":"","hws_case_study_cat":[31,30],"hws_case_study_country":[3769],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1426473"}],"collection":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study"}],"about":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/types\/hws_case_study"}],"version-history":[{"count":15,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1426473\/revisions"}],"predecessor-version":[{"id":1620911,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1426473\/revisions\/1620911"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/media\/1426476"}],"wp:attachment":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/media?parent=1426473"}],"wp:term":[{"taxonomy":"hws_case_study_cat","embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study_cat?post=1426473"},{"taxonomy":"hws_case_study_country","embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study_country?post=1426473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}