{"id":46446,"date":"2026-08-11T09:05:49","date_gmt":"2026-08-11T09:05:49","guid":{"rendered":"https:\/\/www.gdsonline.tech\/?p=46446"},"modified":"2026-08-11T09:05:49","modified_gmt":"2026-08-11T09:05:49","slug":"agricultural-image-segmentation-annotation","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/ko\/agricultural-image-segmentation-annotation\/","title":{"rendered":"\ub18d\uc5c5 \uc774\ubbf8\uc9c0 \u200b\uc138\uadf8\uba58\ud14c\uc774\uc158 \ub77c\ubca8\ub9c1\u200b"},"content":{"rendered":"

<\/span>\uace0\uac1d\uc0ac \uac1c\uc694<\/span><\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span><\/span><\/h2>\n

\uc800\ud76c \uace0\uac1d\uc0ac\ub294 \ud55c\uad6d\uc5d0 \ubcf8\uc0ac\ub97c \ub454 \uae30\uc5c5\uc73c\ub85c<\/span><\/span>, <\/span><\/span>\ub514\uc9c0\ud138 \ud2b8\uc708\uacfc <\/span><\/span>LiDAR <\/span><\/span>\uc194\ub8e8\uc158\uc744 <\/span><\/span>\ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4<\/span><\/span>. <\/span><\/span>\uc774 \ud68c\uc0ac\ub294 \uc774\ubbf8 \ub18d\uc5c5 \ud658\uacbd\uc5d0\uc11c \uc218\uc9d1\ud55c \uc6d0\uc2dc <\/span><\/span>\uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc5c8\uc73c\ub098<\/span><\/span>, <\/span><\/span>\uc5c4\uaca9\ud55c \uae30\ud55c \ub0b4\uc5d0 \uace0\ud488\uc9c8 <\/span><\/span>\uc138\uadf8\uba58\ud14c\uc774\uc158<\/span><\/span> <\/span><\/span>\ub77c\ubca8\ub9c1\uc744 \uc81c\uacf5\ud560 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud30c\ud2b8\ub108\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4<\/span><\/span>. <\/span><\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/p>\n

<\/span>\ube44\uc988\ub2c8\uc2a4 \uacfc\uc81c<\/span><\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span><\/span><\/h2>\n

\uace0\uac1d\uc740 \ub18d\uc5c5 \ud658\uacbd\uc5d0\uc11c \uc218\uc9d1\ud55c \uc6d0\uc2dc \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc774\ubbf8 \ubcf4\uc720\ud558\uace0 \uc788\uc5c8\uc73c\ub098<\/span>, <\/span>\ucd09\ubc15\ud55c \uae30\ud55c \ub0b4\uc5d0 \uace0\ud488\uc9c8\uc758 <\/span>\uc138\uadf8\uba58\ud14c\uc774\uc158<\/span> \ub77c\ubca8\ub9c1\uc744 \uc81c\uacf5\ud560 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 <\/span>\ud30c\ud2b8\ub108\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/p>\n

    \n
  • \uace0\ud488\uc9c8 <\/span>2<\/span>D <\/span>\uc138\uadf8\uba58\ud14c\uc774\uc158<\/span> \ub77c\ubca8\ub9c1<\/span>: <\/span>\uac01 \uc774\ubbf8\uc9c0\ub9c8\ub2e4 \uc5ec\ub7ec \uac1d\uccb4 \ud074\ub798\uc2a4\ub97c <\/span>\ud3ec\ud568\ud558\uc5ec \ud53d\uc140 \ub2e8\uc704\uc758 \uc815\ud655\ub3c4\uac00 \uc694\uad6c\ub418\uc5c8\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\uc138\ubd84\ud654 \uc624\ub958\ub294 \ub514\uc9c0\ud138 <\/span>\ud2b8\uc708 \ucd9c\ub825 \ud488\uc9c8\uc5d0 \uc9c1\uc811 \uc601\ud5a5\uc744 \ubbf8\uce58\ubbc0\ub85c \uc815\ubc00\ub3c4\uac00 \ub9e4\uc6b0 \uc911\uc694\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/li>\n
  • \u200b<\/span><\/li>\n
  • 1<\/span>\uac1c\uc6d4 \ub0b4 \ube60\ub978 \ucc98\ub9ac<\/span>: <\/span>\ud504\ub85c\uc81d\ud2b8\ub294 \uc5c4\uaca9\ud55c <\/span>1<\/span>\uac1c\uc6d4 \uae30\ud55c\uc774 \uc788\uc5c8\uc73c\uba70<\/span>, <\/span>\ubaa8\ub4e0 <\/span>\ub77c\ubca8\ub9c1<\/span> \uc791\uc5c5\uc740 \ud574\ub2f9 \uae30\uac04 \ub0b4\uc5d0 \uc644\ub8cc\ub418\uace0 \uac80\uc99d\ub418\uc5b4\uc57c \ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/li>\n
  • \u200b<\/span><\/li>\n
  • \ud569\ub9ac\uc801\uc778 \ube44\uc6a9<\/span>: <\/span>\uace0\uac1d\uc0ac\ub294 \ud488\uc9c8\uacfc \uc18d\ub3c4 \uac04\uc758 \uade0\ud615\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ube44\uc6a9\uc774 <\/span>\uacfc\ub3c4\ud558\uac8c \uc99d\uac00\ud558\uc9c0 \uc54a\ub294 \uc194\ub8e8\uc158\uc744 \uc6d0\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/li>\n
  • \u200b<\/span><\/li>\n
  • \uc5c4\uaca9\ud55c \ud488\uc9c8 \uad00\ub9ac<\/span>(<\/span>QA) <\/span>\ubc0f \uc644\uc804\ud55c \ub370\uc774\ud130 \ubcf4\uc548<\/span>: <\/span>\uc798 \uc815\uc758\ub41c \ud488\uc9c8 \ubcf4\uc99d <\/span>\ud504\ub85c\uc138\uc2a4\uac00 \ud544\uc694\ud588\uc73c\uba70<\/span>, <\/span>\uace0\uac1d\uc0ac\uc758 \ubcf4\uc548 \uae30\uc900\uc744 \uc644\ubcbd\ud788 \uc900\uc218\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4 <\/span>\u200b<\/span><\/li>\n<\/ul>\n

    \u200b\"\"<\/p>\n

    <\/span>\ud504\ub85c\uc81d\ud2b8 \uc815\ubcf4<\/span><\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span><\/span><\/span><\/h2>\n

    \ub300\uc0c1<\/span>:\u00a019 classes ( glass, tree, bush, vehicle,…)<\/span>\u200b<\/span><\/p>\n

    \uc720\ud615<\/span>:\u00a02D segmentation<\/span>\u200b<\/span><\/p>\n

    <\/span>\uc194\ub8e8\uc158<\/span><\/span>\u200b<\/span>\u200b<\/span>\u200b<\/span><\/span><\/h2>\n
      \n
    1. \ud300 \uad6c\uc131<\/span>: 20<\/span>\uba85\uc758 \uacbd\ud5d8 \ub9ce\uc740 <\/span>\ub77c\ubca8\ub9c1<\/span> \ud300\uc744 \uad6c\uc131\ud558\uace0<\/span>, <\/span>\uace0\uac1d\uacfc <\/span>\uc138\uadf8\uba58\ud14c\uc774\uc158<\/span> \ud074\ub798\uc2a4<\/span>, <\/span>\ub77c\ubca8\ub9c1<\/span> \uaddc\uce59<\/span>, <\/span>\ucd9c\ub825 \ud615\uc2dd<\/span>, <\/span>\uac80\ud1a0 <\/span>\uae30\uc900<\/span>, <\/span>\ub3c4\uad6c\uc5d0 \ub300\ud574 \ud611\uc758\ud558\uc600\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/li>\n
    2. \u200b<\/span>\uad50\uc721<\/span>: <\/span>\ud53d\uc140 \ub2e8\uc704 \uc138\ubd84\ud654<\/span>, <\/span>\ud074\ub798\uc2a4 \uacbd\uacc4<\/span>, <\/span>\uacbd\uacc4 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc9d1\uc911 \uad50\uc721\uc744 \uc2e4\uc2dc\ud558\uc600\uc73c\uba70<\/span>, <\/span>QA <\/span>\ub9ac\ub354\uac00 \uc2dc\ud5d8 \uc791\uc5c5\uc744 <\/span>\uac80\ud1a0\ud558\uace0 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc815\uad50\ud654\ud55c \ud6c4 \ubcf8 \uc791\uc5c5\uc744 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span>\u200b<\/span><\/li>\n
    3. \uc2e4\ud589 \ubc0f \ud488\uc9c8 \uad00\ub9ac<\/span>: <\/span>\uc774\ubbf8\uc9c0\ub4e4\uc744 \ubc30\uce58 \ub2e8\uc704\ub85c \ud560\ub2f9\ud558\uc5ec <\/span>\ub77c\ubca8\ub9c1<\/span> \uc804\ubb38\uac00\ub4e4\uc740 \uc138\ubd84\ud654 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uace0 \uc790\uccb4 <\/span>\uac80\ud1a0\ub97c \uac70\uce5c \ud6c4 <\/span>QA <\/span>\uac80\uc0ac\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\uc9c8\ubb38\uc740 \ucc44\ud305\uc744 \ud1b5\ud574 \uc2e0\uc18d\ud788 \ud574\uacb0\ub418\uc5c8\uc73c\uba70<\/span>, <\/span>\ud504\ub85c\uc81d\ud2b8\ub294 <\/span>98%<\/span>\uc758 <\/span>\uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4<\/span>. <\/span>\u200b<\/span><\/li>\n
    4. \ub0a9\ud488<\/span>: <\/span>\uc6d4 \ub0b4\ub0b4 \uad6c\uc870\ud654\ub41c \ubc30\uce58 \ub2e8\uc704\ub85c <\/span>\ub77c\ubca8\ub9c1<\/span> \ub370\uc774\ud130\ub97c \ub0a9\ud488\ud558\uc5ec \uace0\uac1d\uc758 \uc9c0\uc18d\uc801 \uac80\ud1a0 \ubc0f \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud588\uc2b5\ub2c8\ub2e4<\/span>.<\/span>\u200b<\/span><\/li>\n<\/ol>\n

      <\/span><\/span>\u200b<\/span>\uc0ac\uc6a9 \uae30\uc220<\/span><\/span>\u200b<\/span><\/span><\/h2>\n

      \"\"<\/p>\n

      <\/span>\uc8fc\uc694 \uacb0\uacfc<\/span><\/span><\/span><\/span><\/span><\/h2>\n

      <\/span>\u200b\"\"<\/span><\/span><\/span><\/span><\/h2>\n","protected":false},"excerpt":{"rendered":"

      \uace0\uac1d\uc0ac \uac1c\uc694\u200b\u200b\u200b\u200b\u200b \uc800\ud76c \uace0\uac1d\uc0ac\ub294 \ud55c\uad6d\uc5d0 \ubcf8\uc0ac\ub97c \ub454 \uae30\uc5c5\uc73c\ub85c, \ub514\uc9c0\ud138 \ud2b8\uc708\uacfc LiDAR \uc194\ub8e8\uc158\uc744 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud68c\uc0ac\ub294 \uc774\ubbf8 \ub18d\uc5c5 \ud658\uacbd\uc5d0\uc11c \uc218\uc9d1\ud55c \uc6d0\uc2dc \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc5c8\uc73c\ub098, \uc5c4\uaca9\ud55c \uae30\ud55c \ub0b4\uc5d0 \uace0\ud488\uc9c8 \uc138\uadf8\uba58\ud14c\uc774\uc158 \ub77c\ubca8\ub9c1\uc744 \uc81c\uacf5\ud560 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud30c\ud2b8\ub108\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4. \u200b\u200b\u200b\u200b\u200b\u200b \ube44\uc988\ub2c8\uc2a4 \uacfc\uc81c\u200b\u200b\u200b\u200b\u200b \uace0\uac1d\uc740 \ub18d\uc5c5 \ud658\uacbd\uc5d0\uc11c \uc218\uc9d1\ud55c \uc6d0\uc2dc \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \uc774\ubbf8 \ubcf4\uc720\ud558\uace0 \uc788\uc5c8\uc73c\ub098, \ucd09\ubc15\ud55c \uae30\ud55c \ub0b4\uc5d0 \uace0\ud488\uc9c8\uc758 \uc138\uadf8\uba58\ud14c\uc774\uc158 \ub77c\ubca8\ub9c1\uc744 \uc81c\uacf5\ud560 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud30c\ud2b8\ub108\uac00 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4. \u200b \uace0\ud488\uc9c8 2D \uc138\uadf8\uba58\ud14c\uc774\uc158 \ub77c\ubca8\ub9c1: \uac01 \uc774\ubbf8\uc9c0\ub9c8\ub2e4 \uc5ec\ub7ec \uac1d\uccb4 \ud074\ub798\uc2a4\ub97c \ud3ec\ud568\ud558\uc5ec \ud53d\uc140 \ub2e8\uc704\uc758 \uc815\ud655\ub3c4\uac00 \uc694\uad6c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc138\ubd84\ud654 \uc624\ub958\ub294 \ub514\uc9c0\ud138 \ud2b8\uc708 \ucd9c\ub825 \ud488\uc9c8\uc5d0 \uc9c1\uc811 \uc601\ud5a5\uc744 \ubbf8\uce58\ubbc0\ub85c \uc815\ubc00\ub3c4\uac00 \ub9e4\uc6b0 \uc911\uc694\ud588\uc2b5\ub2c8\ub2e4. \u200b \u200b 1\uac1c\uc6d4 \ub0b4 \ube60\ub978 \ucc98\ub9ac: \ud504\ub85c\uc81d\ud2b8\ub294 \uc5c4\uaca9\ud55c 1\uac1c\uc6d4 \uae30\ud55c\uc774 \uc788\uc5c8\uc73c\uba70, \ubaa8\ub4e0 \ub77c\ubca8\ub9c1 \uc791\uc5c5\uc740 \ud574\ub2f9 \uae30\uac04 \ub0b4\uc5d0 \uc644\ub8cc\ub418\uace0 \uac80\uc99d\ub418\uc5b4\uc57c \ud588\uc2b5\ub2c8\ub2e4. \u200b \u200b \ud569\ub9ac\uc801\uc778 \ube44\uc6a9: \uace0\uac1d\uc0ac\ub294 \ud488\uc9c8\uacfc \uc18d\ub3c4 \uac04\uc758 \uade0\ud615\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ube44\uc6a9\uc774 \uacfc\ub3c4\ud558\uac8c \uc99d\uac00\ud558\uc9c0 \uc54a\ub294 \uc194\ub8e8\uc158\uc744 \uc6d0\ud588\uc2b5\ub2c8\ub2e4. \u200b \u200b \uc5c4\uaca9\ud55c \ud488\uc9c8 \uad00\ub9ac(QA) \ubc0f \uc644\uc804\ud55c \ub370\uc774\ud130 \ubcf4\uc548: \uc798 \uc815\uc758\ub41c \ud488\uc9c8 \ubcf4\uc99d \ud504\ub85c\uc138\uc2a4\uac00 \ud544\uc694\ud588\uc73c\uba70, \uace0\uac1d\uc0ac\uc758 \ubcf4\uc548 \uae30\uc900\uc744 \uc644\ubcbd\ud788 \uc900\uc218\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4 \u200b \u200b \ud504\ub85c\uc81d\ud2b8 \uc815\ubcf4\u200b\u200b\u200b\u200b\u200b\u200b\u200b \ub300\uc0c1:\u00a019 classes ( glass, tree, bush, vehicle,…)\u200b \uc720\ud615:\u00a02D segmentation\u200b \uc194\ub8e8\uc158\u200b\u200b\u200b \ud300 \uad6c\uc131: 20\uba85\uc758 \uacbd\ud5d8 \ub9ce\uc740 \ub77c\ubca8\ub9c1 \ud300\uc744 \uad6c\uc131\ud558\uace0, \uace0\uac1d\uacfc \uc138\uadf8\uba58\ud14c\uc774\uc158 \ud074\ub798\uc2a4, \ub77c\ubca8\ub9c1 \uaddc\uce59, \ucd9c\ub825 \ud615\uc2dd, \uac80\ud1a0 \uae30\uc900, \ub3c4\uad6c\uc5d0 \ub300\ud574 \ud611\uc758\ud558\uc600\uc2b5\ub2c8\ub2e4. \u200b \u200b\uad50\uc721: \ud53d\uc140 \ub2e8\uc704 \uc138\ubd84\ud654, \ud074\ub798\uc2a4 \uacbd\uacc4, \uacbd\uacc4 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc9d1\uc911 \uad50\uc721\uc744 \uc2e4\uc2dc\ud558\uc600\uc73c\uba70, QA \ub9ac\ub354\uac00 \uc2dc\ud5d8 \uc791\uc5c5\uc744 \uac80\ud1a0\ud558\uace0 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc815\uad50\ud654\ud55c \ud6c4 \ubcf8 \uc791\uc5c5\uc744 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \u200b\u200b \uc2e4\ud589 \ubc0f \ud488\uc9c8 \uad00\ub9ac: \uc774\ubbf8\uc9c0\ub4e4\uc744 \ubc30\uce58 \ub2e8\uc704\ub85c \ud560\ub2f9\ud558\uc5ec \ub77c\ubca8\ub9c1 \uc804\ubb38\uac00\ub4e4\uc740 \uc138\ubd84\ud654 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uace0 \uc790\uccb4 \uac80\ud1a0\ub97c \uac70\uce5c \ud6c4 QA \uac80\uc0ac\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \uc9c8\ubb38\uc740 \ucc44\ud305\uc744 \ud1b5\ud574 \uc2e0\uc18d\ud788 \ud574\uacb0\ub418\uc5c8\uc73c\uba70, \ud504\ub85c\uc81d\ud2b8\ub294 98%\uc758 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4. \u200b \ub0a9\ud488: \uc6d4 \ub0b4\ub0b4 \uad6c\uc870\ud654\ub41c \ubc30\uce58 \ub2e8\uc704\ub85c \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\ub97c \ub0a9\ud488\ud558\uc5ec \uace0\uac1d\uc758 \uc9c0\uc18d\uc801 \uac80\ud1a0 \ubc0f \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud588\uc2b5\ub2c8\ub2e4.\u200b \u200b\uc0ac\uc6a9 \uae30\uc220\u200b \uc8fc\uc694 \uacb0\uacfc \u200b<\/p>\n","protected":false},"author":1,"featured_media":46456,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[75,79],"tags":[360,351,304,243],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/46446"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/comments?post=46446"}],"version-history":[{"count":2,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/46446\/revisions"}],"predecessor-version":[{"id":46460,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/46446\/revisions\/46460"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media\/46456"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media?parent=46446"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/categories?post=46446"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/tags?post=46446"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}