{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/yolov3-an-incremental-improvement","title":"YOLOv3: An Incremental Improvement","arxiv_id":"1804.02767","date":"2018-04-08","proceeding":null,"authors":["Joseph Redmon","Ali Farhadi"],"abstract":"We present some updates to YOLO! We made a bunch of little design changes to\nmake it better. We also trained this new network that's pretty swell. It's a\nlittle bigger than last time but more accurate. It's still fast though, don't\nworry. At 320x320 YOLOv3 runs in 22 ms at 28.2 mAP, as accurate as SSD but\nthree times faster. When we look at the old .5 IOU mAP detection metric YOLOv3\nis quite good. It achieves 57.9 mAP@50 in 51 ms on a Titan X, compared to 57.5\nmAP@50 in 198 ms by RetinaNet, similar performance but 3.8x faster. As always,\nall the code is online at https://pjreddie.com/yolo/","url_abs":"http://arxiv.org/abs/1804.02767v1","url_pdf":"http://arxiv.org/pdf/1804.02767v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 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