PAFNet

2000년 도입 · 논문 1편에서 사용

PAFNet is an anchor-free detector for object detection that removes pre-defined anchors and regresses the locations directly, which can achieve higher efficiency. The overall network is composed of a backbone, an up-sampling module, an AGS module, a localization branch and a regression branch. Specifically, ResNet50-vd is chosen as the backbone for server side, and MobileNetV3 for mobile side. Besides, for mobile side, we replace traditional convolution layers with lite convolution operators.

출처: PAFNet: An Efficient Anchor-Free Object Detector Guidance

소개 논문: PAFNet: An Efficient Anchor-Free Object Detector Guidance