PAFNet is an anchor-free detector for object detection that removes pre-defined anchors and regresses the locations directly, which can achieve higher efficiency.
Apr 28, 2021 · In this paper, we start from an anchor-free detector called TTFNet, modify the structure of TTFNet and introduce multiple existing tricks to ...
PAFNet-lite, a anchor-free detector based on PaddlePaddle that can achieve a better balance between effectiveness and efficiency and outperforming the ...
In this paper, we start from an anchor-free detector called TTFNet, modify the structure of TTFNet and introduce multiple existing tricks to realize effective ...
As shown in Table 3, our PAFNet with the backbone ResNet50-vd achieves 42.2% in AP and 67.15 FPS in speed. Compared with other state-of-the art anchor-free ...
PAFNet: An efficient anchor-free object detector guidance. Y Xin, G Wang, M ... Effective feature enhancement and model ensemble strategies in tiny object ...
PAFNet: An Efficient Anchor-Free Object Detector Guidance. record by Errui Ding • PAFNet: An Efficient Anchor-Free Object Detector Guidance. Ying Xin ...
In this paper, we propose a lightweight anchor-free detector, MAOD, to better balance efficiency and accuracy. Our object detector contains three components: an ...
We investigate the applicability of the anchor-free strategy on lightweight object detection models. Ranked #1 on Object Detection on MSCOCO · Object · object- ...
Nov 4, 2022 · Arbitrary-oriented object detection is a fundamental task in visual scenes involving aerial images and scene text.