Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
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¿µ¹®Á¦¸ñ(English Title) |
Precision benchmarking of deep learning-based apple detectors for automatic apple harvesting |
ÀúÀÚ(Author) |
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Ji-Hyeon Hur
Si-nae Jeong
In-Hyuk Choi
Eun-Gyeong Kim
Minwoo Kim
Tae-Woong Yoo
Il-Seok Oh
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¿ø¹®¼ö·Ïó(Citation) |
VOL 48 NO. 02 PP. 1386 ~ 1388 (2021. 12) |
Çѱ۳»¿ë (Korean Abstract) |
»ç°ú ¼öÈ® ·Îº¿À» Á¦ÀÛÇÏ·Á¸é Á¤È®ÇÏ°Ô »ç°ú¸¦ °ËÃâÇÏ´Â ÀÏÀÌ ¸Å¿ì Áß¿äÇÏ´Ù. ÀÌ ³í¹®Àº »ç°ú ³ª¹« ¿µ»ó¿¡¼ »ç°ú ¿µ¿ªÀ» ·¹ÀÌºí¸µÇÑ MinneApple µ¥ÀÌÅͺ£À̽º¸¦ »ç¿ëÇÏ¿© YOLOv5l°ú faster R-CNN ¸ðµ¨À» ÇнÀÇÏ¿´´Ù. ÇнÀµÈ ¸ðµ¨¿¡ ´ëÇØ Å×½ºÆ®ÁýÇÕÀ¸·Î Á¤¹Ðµµ¿Í ÀçÇöÀ²À» ÃøÁ¤ÇÏ¿´´Ù. ·Îº¿Àº Çѹø¿¡ ÇϳªÀÇ »ç°ú¸¦ µþ ¼ö Àֱ⠶§¹®¿¡ ÀçÇöÀ²º¸´Ù Á¤¹Ðµµ°¡ Áß¿äÇÏ´Ù. ÀÌ ³í¹®Àº Á¤¹Ðµµ¸¦ ³ôÀÌ´Â ¹æ¾ÈÀ» Á¦½ÃÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
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