YOLO (You Only Look Once)

URI: https://gptkb.org/entity/YOLO_(You_Only_Look_Once)

GPTKB entity

Predicate	Object
gptkbp:instanceOf	object detection algorithm
gptkbp:application	autonomous vehicles robotics video surveillance real-time object detection
gptkbp:approach	single-stage detection
gptkbp:arXivID	1506.02640
gptkbp:author	gptkb:Ali_Farhadi gptkb:Joseph_Redmon gptkb:Santosh_Divvala gptkb:Ross_Girshick
gptkbp:category	gptkb:artificial_intelligence computer vision deep learning
gptkbp:citation	gptkb:You_Only_Look_Once:_Unified,_Real-Time_Object_Detection 2016
gptkbp:contrastsWith	gptkb:R-CNN gptkb:Faster_R-CNN SSD
gptkbp:developer	gptkb:Ali_Farhadi gptkb:Joseph_Redmon gptkb:Santosh_Divvala gptkb:Ross_Girshick
gptkbp:feature	high accuracy end-to-end training real-time speed single neural network
gptkbp:firstPublished	2016
https://www.w3.org/2000/01/rdf-schema#label	YOLO (You Only Look Once)
gptkbp:input	gptkb:DVD gptkb:illustrator
gptkbp:latestReleaseVersion	gptkb:YOLOv8
gptkbp:license	Public Domain
gptkbp:notableRelease	gptkb:YOLOv2 gptkb:YOLOv3 gptkb:YOLOv4 gptkb:YOLOv5 gptkb:YOLOv6 gptkb:YOLOv7 gptkb:YOLOv8 gptkb:YOLOv1
gptkbp:openSource	true
gptkbp:output	class labels bounding boxes confidence scores
gptkbp:platform	gptkb:Darknet gptkb:TensorFlow gptkb:PyTorch
gptkbp:usedIn	gptkb:OpenCV Roboflow Ultralytics YOLO
gptkbp:website	https://pjreddie.com/darknet/yolo/
gptkbp:bfsParent	gptkb:Alexey_Bochkovskiy gptkb:Ali_Farhadi gptkb:Joseph_Redmon gptkb:YOLOv6 gptkb:YOLOv7 gptkb:YOLOX
gptkbp:bfsLayer	7