Additionally, a new Multi-Scale Feature Fusion Network, High-Resolution Feature Pyramid Network (HRFPN), and FMM improved feature interactions and enhanced the performance of small object detection. (3) Results: For the VisDroneDET dataset, the proposed algorithm achieved a 4.4% higher Mean Average...
super(HRFPN, self).__init__() in_channel = sum(in_channels) self.in_channel = in_channel self.out_channel = out_channel self.share_conv = share_conv for i in range(extra_stage): spatial_scales = spatial_scales + [spatial_scales[-1] / 2.] self.spatial_scales = spatia...
The HRFPN combines the HRNet and high-resolution representation learning with advanced feature fusion concepts, providing a new solution for small object detection. 2.3. State Space Model on Visual Recognition In the field of deep learning, State Space Models (SSMs) have emerged as a key ...
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. - PaddleDetection/ppdet/modeling/necks/hrfpn.py at release/2.8.1 · PaddlePaddle/
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