Focal Loss for Dense Object Detection
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:affiliation |
gptkb:Facebook_AI_Research
|
| gptkbp:application |
object detection
|
| gptkbp:arXivID |
1708.02002
|
| gptkbp:author |
gptkb:Ross_Girshick
gptkb:Kaiming_He gptkb:Piotr_Dollár gptkb:Priya_Goyal gptkb:Tsung-Yi_Lin |
| gptkbp:citation |
over 10000
|
| gptkbp:demonstrates |
improved accuracy for one-stage detectors
|
| gptkbp:focusesOn |
class imbalance in object detection
|
| gptkbp:hasKeyword |
gptkb:RetinaNet
gptkb:focal_loss deep learning object detection class imbalance |
| https://www.w3.org/2000/01/rdf-schema#label |
Focal Loss for Dense Object Detection
|
| gptkbp:influenced |
gptkb:RetinaNet
|
| gptkbp:language |
English
|
| gptkbp:proposedBy |
gptkb:focal_loss
|
| gptkbp:proposesSolutionFor |
foreground-background class imbalance
one-stage object detectors |
| gptkbp:publicationYear |
2017
|
| gptkbp:publishedIn |
gptkb:IEEE_International_Conference_on_Computer_Vision_(ICCV)
|
| gptkbp:url |
https://arxiv.org/abs/1708.02002
|
| gptkbp:bfsParent |
gptkb:CVPR_2017
gptkb:RetinaNet |
| gptkbp:bfsLayer |
6
|