Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
deep learning model component
|
| gptkbp:application |
computer vision
autonomous driving image analysis video analysis |
| gptkbp:architecture |
fully convolutional network
|
| gptkbp:citation |
over 10,000
|
| gptkbp:component |
Faster R-CNN pipeline
|
| https://www.w3.org/2000/01/rdf-schema#label |
Region Proposal Network
|
| gptkbp:influenced |
gptkb:RetinaNet
gptkb:Mask_R-CNN gptkb:YOLOv3 |
| gptkbp:input |
feature map
|
| gptkbp:introduced |
gptkb:Shaoqing_Ren
gptkb:Ross_Girshick gptkb:Jian_Sun gptkb:Kaiming_He |
| gptkbp:introducedIn |
gptkb:Faster_R-CNN
2015 |
| gptkbp:notablePublication |
gptkb:Faster_R-CNN:_Towards_Real-Time_Object_Detection_with_Region_Proposal_Networks
https://arxiv.org/abs/1506.01497 |
| gptkbp:output |
region proposals
|
| gptkbp:platform |
end-to-end training
|
| gptkbp:relatedTo |
anchor boxes
objectness score bounding box regression |
| gptkbp:replacedBy |
selective search
|
| gptkbp:usedIn |
object detection
|
| gptkbp:bfsParent |
gptkb:Faster_R-CNN
gptkb:Mask_R-CNN |
| gptkbp:bfsLayer |
6
|