|
gptkbp:instanceOf
|
object detection algorithm
|
|
gptkbp:author
|
gptkb:Jitendra_Malik
gptkb:Trevor_Darrell
gptkb:Ross_Girshick
gptkb:Jeff_Donahue
|
|
gptkbp:basedOn
|
Convolutional Neural Networks
|
|
gptkbp:category
|
gptkb:machine_learning
computer vision
deep learning
|
|
gptkbp:citation
|
over 20,000
|
|
gptkbp:developedBy
|
gptkb:Ross_Girshick
|
|
gptkbp:fullName
|
Regions with Convolutional Neural Networks
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
R-CNN
|
|
gptkbp:influenced
|
gptkb:Faster_R-CNN
gptkb:Mask_R-CNN
gptkb:Fast_R-CNN
|
|
gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:introducedIn
|
2014
|
|
gptkbp:limitation
|
slow training
slow inference
|
|
gptkbp:memiliki_tugas
|
object detection
|
|
gptkbp:notablePublication
|
https://arxiv.org/abs/1311.2524
Rich feature hierarchies for accurate object detection and semantic segmentation
|
|
gptkbp:output
|
class labels
bounding boxes
|
|
gptkbp:publishedIn
|
gptkb:CVPR_2014
|
|
gptkbp:repository
|
https://github.com/rbgirshick/rcnn
|
|
gptkbp:trainer
|
gptkb:ImageNet
gptkb:PASCAL_VOC
|
|
gptkbp:uses
|
gptkb:Selective_Search
SVM classifier
bounding box regression
region proposals
|
|
gptkbp:bfsParent
|
gptkb:Computer_Vision
gptkb:Jitendra_Malik
gptkb:Faster_R-CNN
|
|
gptkbp:bfsLayer
|
6
|