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gptkbp:instanceOf
|
object detection model
|
|
gptkbp:architecture
|
BiFPN
|
|
gptkbp:arXivID
|
1911.09070
|
|
gptkbp:author
|
gptkb:Mingxing_Tan
gptkb:Quoc_V._Le
Ruoming Pang
|
|
gptkbp:basedOn
|
gptkb:EfficientNet
|
|
gptkbp:citation
|
high
|
|
gptkbp:developedBy
|
gptkb:Google_Research
|
|
gptkbp:hasVariant
|
EfficientDet-D0
EfficientDet-D1
EfficientDet-D2
EfficientDet-D3
EfficientDet-D4
EfficientDet-D5
EfficientDet-D6
EfficientDet-D7
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
EfficientDet
|
|
gptkbp:implementedIn
|
gptkb:TensorFlow
|
|
gptkbp:improves
|
gptkb:RetinaNet
gptkb:Faster_R-CNN
gptkb:YOLOv3
|
|
gptkbp:introducedIn
|
2020
|
|
gptkbp:license
|
Apache 2.0
|
|
gptkbp:notableFor
|
scalability
accuracy
model efficiency
|
|
gptkbp:notablePublication
|
EfficientDet: Scalable and Efficient Object Detection
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:publishedIn
|
gptkb:CVPR_2020
|
|
gptkbp:trainer
|
gptkb:Open_Images_dataset
gptkb:COCO_dataset
|
|
gptkbp:usedFor
|
image recognition
object detection
|
|
gptkbp:uses
|
compound scaling
weighted bi-directional feature pyramid network
|
|
gptkbp:bfsParent
|
gptkb:PaddleDetection
|
|
gptkbp:bfsLayer
|
6
|