Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
object detection algorithm
|
| gptkbp:application |
object detection in images
|
| gptkbp:author |
Xiang Li, Shuo Chen, Xiangyu Zhang, Jian Sun
|
| gptkbp:basedOn |
gptkb:R-CNN
gptkb:Faster_R-CNN |
| gptkbp:citation |
2018
Light-Head R-CNN: In Defense of Two-Stage Object Detector |
| gptkbp:developedBy |
gptkb:Shuo_Chen
gptkb:Xiangyu_Zhang gptkb:Jian_Sun Xiang Li |
| https://www.w3.org/2000/01/rdf-schema#label |
Light-Head R-CNN
|
| gptkbp:improves |
accuracy of object detection
speed of object detection Faster R-CNN (in speed and accuracy on COCO dataset) |
| gptkbp:openSource |
yes
|
| gptkbp:proposedBy |
lightweight head for region-based object detectors
|
| gptkbp:publishedIn |
ECCV 2018
|
| gptkbp:repository |
https://github.com/zengarden/light-head-rcnn
|
| gptkbp:uses |
large separable convolutions
thin feature maps |
| gptkbp:bfsParent |
gptkb:Hongsheng_Li
|
| gptkbp:bfsLayer |
7
|