Cross Feature Pyramid Transformer Decoder for Improved Segmentation and Detection of Small Objects

The proposed CFPFormer architecture integrates feature pyramids and transformers to enhance feature extraction capabilities and promote generalization across diverse tasks, particularly improving the detection of small objects.