|
gptkbp:instanceOf
|
gptkb:object_detection_algorithm
|
|
gptkbp:accuracy
|
high
|
|
gptkbp:application
|
autonomous vehicles
surveillance
video analysis
real-time object detection
|
|
gptkbp:architecture
|
gptkb:Darknet-53
|
|
gptkbp:basedOn
|
YOLO architecture
|
|
gptkbp:category
|
computer vision
deep learning
|
|
gptkbp:citation
|
over 10,000
|
|
gptkbp:developer
|
gptkb:Ali_Farhadi
gptkb:Joseph_Redmon
|
|
gptkbp:feature
|
residual connections
anchor boxes
feature pyramid networks
multi-label prediction
|
|
gptkbp:github
|
https://github.com/pjreddie/darknet
|
|
gptkbp:influenced
|
gptkb:YOLOv4
gptkb:YOLOv5
gptkb:YOLOv7
gptkb:YOLOv8
gptkb:Scaled-YOLOv4
|
|
gptkbp:input
|
gptkb:DVD
gptkb:illustrator
|
|
gptkbp:level
|
53
|
|
gptkbp:license
|
Public Domain
|
|
gptkbp:notablePublication
|
gptkb:YOLOv3:_An_Incremental_Improvement
https://arxiv.org/abs/1804.02767
|
|
gptkbp:openSource
|
true
|
|
gptkbp:output
|
bounding boxes
class probabilities
|
|
gptkbp:platform
|
gptkb:Darknet
|
|
gptkbp:predecessor
|
gptkb:YOLOv2
|
|
gptkbp:releaseYear
|
2018
|
|
gptkbp:speed
|
real-time
|
|
gptkbp:successor
|
gptkb:YOLOv4
|
|
gptkbp:trainer
|
gptkb:COCO
gptkb:PASCAL_VOC
|
|
gptkbp:uses
|
convolutional neural networks
|
|
gptkbp:writtenBy
|
gptkb:Python
C
|
|
gptkbp:bfsParent
|
gptkb:Faster_R-CNN
gptkb:YOLO
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
YOLOv3
|