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Object Recognition and Detection (Object Detection (定界框 (框出感興趣的物件), 方法…
Object Recognition and Detection
Fine-grained
A large class number
Large intra-class variabions
Subtile inter-class
Object recognition
舊方法
Part-based Method
Constellation Model
如何融入CNN
CNN
Filter
part detector
Feature map
part 有沒有出現
在影像的哪裡出現
The Co-occurrence Layer ?
Pictorial models
Fine-grained object recognition
Object Detection
定界框
框出感興趣的物件
R-CNN
Fast R-CNN
Faster R-CNN
方法
YOLO9000
YOLOv3
YOLOv2
YOLO
Faster R-CNN ResNet
Faster R-CNN VGG-16
Mask R-CNN
Tensorflow API