home darknet coq tactics publications projects résumé You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Titan X it processes images at 40-90 FPS and has a mAP on VOC 2007 of 78.6% and a mAP of 44.0% on COCO test-dev. Model Train Test mAP FLOPS FPS Cfg Weights Old YOLO VOC 2007+2012 2007 63.4 40.19 Bn 45 link SSD300 VOC 2007+2012 2007 74.3 - 46 link SSD500 VOC 2007+2012 2007 76.8 - 19 link YOLOv2 VOC 2007+2012 2007 76.8 34.90 Bn 67 cfg weights YOLOv2 544x544 VOC 2007+2012 2007 78.6 59.68 Bn 40 cfg weights Tiny YOLO VOC 2007+2012 2007 57.1 6.97 Bn 207 cfg weights SSD300 COCO trainval test-dev 41.2 - 46 link SSD500 COCO trainval test-dev 46.5 - 19 link YOLOv2 544x544 COCO trainval test-dev 44.0 59.68 Bn 40 cfg weights Tiny YOLO COCO tra...