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Hybrid Mask2Former Pipeline - Coggle Diagram
Hybrid Mask2Former Pipeline
Dataset
COCO Annotations
Train / Val / Test
Augmentation
Preprocessing
Resize
Normalize
Mask Generation
Hybrid Backbone
Swin Transformer
ResNet-50
Multi-scale Features
Feature Fusion
ScaleFusion
Gated Fusion
Segmentation
Pixel Decoder
Transformer Decoder
Mask Prediction
Classification
Spatial Attention Pool
Mask-guided Pool
Disease Classifier
Training
Freeze/Unfreeze Strategy
AdamW
CrossEntropy Loss
Cosine Scheduler
Evaluation
Accuracy
F1 Score
AUC-ROC
Confusion Matrix
Output
Best Model
Training Curves
Final Predictions