{"id":29906,"date":"2024-10-28T03:18:36","date_gmt":"2024-10-28T03:18:36","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=29906"},"modified":"2024-11-26T06:50:53","modified_gmt":"2024-11-26T06:50:53","slug":"%eb%94%a5%eb%9f%ac%eb%8b%9d-%ed%8c%8c%ec%9d%b4%ed%86%a0%ec%b9%98-%ea%b0%95%ec%a2%8c-fast-r-cnn","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/29906\/","title":{"rendered":"\ub525\ub7ec\ub2dd \ud30c\uc774\ud1a0\uce58 \uac15\uc88c, Fast R-CNN"},"content":{"rendered":"

<\/p>\n

\n Fast R-CNN\uc740 \uac1d\uccb4 \uac10\uc9c0(object detection) \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. R-CNN(Regions with CNN features)\uc774\ub77c\ub294 \uae30\ubc95\uc758 \uac1c\uc120\ub41c \ubc84\uc804\uc73c\ub85c, \uc18d\ub3c4\ub97c \ub300\ud3ed \ud5a5\uc0c1\uc2dc\ud0b4\uacfc \ub3d9\uc2dc\uc5d0 \uc815\ud655\ub3c4\ub97c \uc720\uc9c0\ud558\uace0\uc790 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 Fast R-CNN\uc758 \uae30\ubcf8 \uac1c\ub150, \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c \ubc0f \ud30c\uc774\ud1a0\uce58\ub97c \uc774\uc6a9\ud55c \uc2e4\uc2b5 \uc608\uc81c\ub97c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4.\n<\/p>\n

1. Fast R-CNN \uac1c\uc694<\/h2>\n

\n Fast R-CNN\uc740 \uc774\ubbf8\uc9c0\ub97c \uc785\ub825\uc73c\ub85c \ubc1b\uc544 \uac01\uac01\uc758 \uac1d\uccb4\ub97c \uac10\uc9c0\ud558\uace0, \uac01\uac01\uc758 \uac1d\uccb4\uc5d0 \ub300\ud574 \uacbd\uacc4 \uc0c1\uc790(bounding box)\ub97c \ucd9c\ub825\ud558\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4. Fast R-CNN\uc758 \ud575\uc2ec \uc544\uc774\ub514\uc5b4\ub294 \uc804\uccb4 \uc774\ubbf8\uc9c0\ub97c CNN(Convolutional Neural Network)\uc5d0 \ud55c \ubc88\ub9cc \ud1b5\uacfc\uc2dc\ud0a4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 R-CNN\uc774 \uac00\uc9c0\uace0 \uc788\ub358 \ub290\ub9b0 \uc18d\ub3c4\uc758 \ubb38\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4.\n<\/p>\n

1.1. Fast R-CNN\uc758 \ud2b9\uc9d5<\/h3>\n