Fig. 3
From: Multi path attention and scale aware fusion for accurate object detection in remote sensing imagery

Architecture of HyperFusion-DEIM. The model employs a four-stage backbone to progressively extract multi-scale features through MPAF modules. The encoder integrates the HyperACE module, Transformer units, and the MFC structure, enabling efficient cross-scale feature fusion.