Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
deep learning model architecture
|
| gptkbp:basedOn |
gptkb:Darknet-53
|
| gptkbp:category |
gptkb:convolutional_neural_network
|
| gptkbp:developedBy |
gptkb:Alexey_Bochkovskiy
|
| https://www.w3.org/2000/01/rdf-schema#label |
CSPDarknet53 backbone
|
| gptkbp:improves |
accuracy
gradient flow |
| gptkbp:includes |
Cross Stage Partial (CSP) connections
|
| gptkbp:inputShape |
varies (commonly 416x416 or 608x608)
|
| gptkbp:introducedIn |
2020
|
| gptkbp:level |
53
|
| gptkbp:openSource |
yes
|
| gptkbp:platform |
gptkb:Darknet
gptkb:TensorFlow gptkb:PyTorch |
| gptkbp:purpose |
image classification
object detection |
| gptkbp:reduces |
computational cost
|
| gptkbp:usedIn |
gptkb:YOLOv4
gptkb:YOLOv5 gptkb:YOLOv7 |
| gptkbp:bfsParent |
gptkb:YOLOv4
|
| gptkbp:bfsLayer |
7
|