Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
object detection algorithm
|
| gptkbp:application |
computer vision
object detection |
| gptkbp:basedOn |
gptkb:R-CNN
|
| gptkbp:citation |
over 10,000
|
| gptkbp:developedBy |
gptkb:Ross_Girshick
|
| https://www.w3.org/2000/01/rdf-schema#label |
Fast R-CNN
|
| gptkbp:improves |
gptkb:R-CNN
|
| gptkbp:input |
gptkb:illustrator
|
| gptkbp:introducedIn |
2015
|
| gptkbp:language |
gptkb:Python
gptkb:C++ |
| gptkbp:license |
gptkb:MIT_License
|
| gptkbp:notablePublication |
gptkb:Fast_R-CNN
https://arxiv.org/abs/1504.08083 |
| gptkbp:openSource |
gptkb:TensorFlow
gptkb:Caffe gptkb:PyTorch |
| gptkbp:output |
class labels
bounding boxes |
| gptkbp:paperAuthor |
gptkb:Ross_Girshick
|
| gptkbp:precededBy |
gptkb:Faster_R-CNN
|
| gptkbp:publicationDate |
gptkb:ICCV_2015
|
| gptkbp:reduces |
test time
training time |
| gptkbp:removes |
feature caching
multi-stage training |
| gptkbp:successor |
gptkb:R-CNN
|
| gptkbp:uses |
convolutional neural networks
region of interest pooling |
| gptkbp:bfsParent |
gptkb:RCNN
gptkb:Faster_R-CNN |
| gptkbp:bfsLayer |
6
|