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YOLO (You Only Look Once)
URI:
https://gptkb.org/entity/YOLO_(You_Only_Look_Once)
GPTKB entity
Statements (59)
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