|
gptkbp:instanceOf
|
gptkb:object_detection_algorithm
|
|
gptkbp:application
|
autonomous vehicles
medical imaging
video surveillance
|
|
gptkbp:author
|
gptkb:Ross_Girshick
gptkb:Kaiming_He
gptkb:Piotr_Dollár
gptkb:Priya_Goyal
gptkb:Tsung-Yi_Lin
|
|
gptkbp:category
|
computer vision
deep learning
|
|
gptkbp:citation
|
high
|
|
gptkbp:designedFor
|
dense object detection
|
|
gptkbp:developedBy
|
gptkb:Facebook_AI_Research
|
|
gptkbp:focalLossParameter
|
alpha
gamma
|
|
gptkbp:handles
|
class imbalance
|
|
gptkbp:improves
|
gptkb:Faster_R-CNN
SSD
|
|
gptkbp:input
|
gptkb:illustrator
|
|
gptkbp:introducedIn
|
2017
|
|
gptkbp:notableFor
|
Focal Loss
|
|
gptkbp:notablePublication
|
gptkb:Focal_Loss_for_Dense_Object_Detection
|
|
gptkbp:openSource
|
gptkb:TensorFlow
gptkb:PyTorch
|
|
gptkbp:output
|
class labels
bounding boxes
|
|
gptkbp:publicationDate
|
gptkb:ICCV_2017
|
|
gptkbp:usesBackbone
|
gptkb:ResNet
Feature Pyramid Network
|
|
gptkbp:bfsParent
|
gptkb:Detectron
gptkb:Detectron2
gptkb:Faster_R-CNN
gptkb:TorchVision
gptkb:Focal_Loss_for_Dense_Object_Detection
|
|
gptkbp:bfsLayer
|
7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
RetinaNet
|