Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
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
|
| https://www.w3.org/2000/01/rdf-schema#label |
RetinaNet
|
| 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:convolutional_neural_network
|
| gptkbp:bfsLayer |
5
|