Jun 18, 2021 · 物体检测性能提升，一般主要通过 数据增强、改进Backbone、改进FPN、改进检测头、改进loss、改进后处理 等6个常用手段。 其中FPN自从被提出来，先后迭代了不少版本。 …

A BiFPN, or Weighted Bi-directional Feature Pyramid Network, is a type of feature pyramid network which allows easy and fast multi-scale feature fusion. It incorporates the multi-level …

Aug 24, 2022 · 相较于其他特征融合网络，BiFPN的不同之处在于：首先，删除那些只有一个输入边的节点。 我们的直觉很简单：如果一个节点只有一个输入边而没有特征融合，那么它将对 …

Nov 20, 2019 · First, we propose a weighted bi-directional feature pyramid network (BiFPN), which allows easy and fast multiscale feature fusion; Second, we propose a compound scaling …

Bidirectional Feature Pyramid Network (BiFPN): Enhances the performance of target detection by introducing a BiFPN structure into the detection head of YOLOv8. BiFPN is integrated during …

Apr 1, 2025 · A weighted Bi-Directional Feature Pyramid Network (BiFPN), was developed by Tan et al. [10] in 2019 and is utilised in the modified EfficientNet model referred to as EfficientDet. …

In this work, we propose a multimodal fusion network with bi-directional feature pyramid network (MM-BiFPN) using an individual encoder to extract the features of each of the four modalities …

-ally contribute to the fused output feature unequally. To address this issue, we propose a simple yet highly effective weighted bi-directional feature pyramid network (BiFPN), which introduces …

Jul 29, 2021 · First, a weighted bi-directional feature pyramid network (BiFPN) is proposed, which allows easy and fast multi-scale feature fusion. Then, a compound scaling method is also …

Oct 26, 2022 · In order to improve the feature extraction ability of the proposed network, we combine the advantages of BiFPN and RFPN and construct a novel Recursive BiFPN …