The authors propose an unfused pyramid, a scaled soft nearest-neighbor upsampling, an adaptive downsampling block, and a lightweight convolution variant, and report improved real-time detection accuracy on VOC and COCO.
In: Proceedings of the IEEE international conference on computer vision
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Rethinking Features-Fused-Pyramid-Neck for Object Detection
The authors propose an unfused pyramid, a scaled soft nearest-neighbor upsampling, an adaptive downsampling block, and a lightweight convolution variant, and report improved real-time detection accuracy on VOC and COCO.