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Deep learning based object detection - Coggle Diagram
Deep learning based object detection
Structure
1-stage
YOLO
SSD
EfficientDet
ResNet
2-stage
R-CNN
Faster R-CNN
Mask R-CNN
Backbone
ResNet
DarkNet
EfficientNet
경량화
성능 향상
FPN
FPN
BiFPN
PANet
NAS-FPN
Attention
CBAM
Non-local Network
GC-Network
Scaling
EfficientDet
SNIPER
Augmentation
Class imbalance 해결