tokens: The latest version of YOLO , YOLOv3 , includes a larger model with 75 convolutional layers that use residual blocks , prediction of BB across 3 different scales by using a procedure similar to feature pyramid networks , among other improvements that result in an mAP of 57.9 on COCO , at 20 FPS on the same TitanX GPU that all models where tested .