|
gptkbp:instanceOf
|
object detection algorithm
|
|
gptkbp:approach
|
single neural network
|
|
gptkbp:architecture
|
gptkb:convolutional_neural_network
|
|
gptkbp:boundingBoxesPerCell
|
2
|
|
gptkbp:contrastsWith
|
gptkb:R-CNN
gptkb:Faster_R-CNN
gptkb:Fast_R-CNN
|
|
gptkbp:developer
|
gptkb:Ali_Farhadi
gptkb:Joseph_Redmon
gptkb:Santosh_Divvala
gptkb:Ross_Girshick
|
|
gptkbp:fullName
|
You Only Look Once version 1
|
|
gptkbp:gridDivision
|
SxS grid
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLOv1
|
|
gptkbp:influenced
|
gptkb:YOLOv2
gptkb:YOLOv3
gptkb:YOLOv4
gptkb:YOLOv5
gptkb:YOLOv6
gptkb:YOLOv7
gptkb:YOLOv8
gptkb:PP-YOLO
gptkb:Scaled-YOLOv4
gptkb:YOLO9000
gptkb:YOLOX
YOLOv4-CSP
|
|
gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:license
|
public domain
|
|
gptkbp:lossFunction
|
sum-squared error
|
|
gptkbp:memiliki_tugas
|
object detection
|
|
gptkbp:notableFor
|
speed
real-time performance
single-stage detection
unified detection pipeline
|
|
gptkbp:notablePublication
|
gptkb:You_Only_Look_Once:_Unified,_Real-Time_Object_Detection
https://arxiv.org/abs/1506.02640
|
|
gptkbp:numberOfStudents
|
20
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:output
|
class labels
bounding boxes
|
|
gptkbp:platform
|
end-to-end
|
|
gptkbp:publicationYear
|
2016
|
|
gptkbp:publishedIn
|
gptkb:CVPR_2016
|
|
gptkbp:repository
|
https://github.com/pjreddie/darknet
|
|
gptkbp:resolution
|
448x448
|
|
gptkbp:speed
|
real-time
|
|
gptkbp:trainer
|
gptkb:PASCAL_VOC
|
|
gptkbp:weakness
|
struggles with small objects
localization error
|
|
gptkbp:bfsParent
|
gptkb:Joseph_Redmon
|
|
gptkbp:bfsLayer
|
7
|