对于这个框架,我们提出了一个新的度量标准,称为密度归一化平均精度 (nAP),而不是仅仅报告图像级别的绝对计数误差,以提供更全面和更精确的性能评估。 此外,我们在这个框架下设计了一个直观的解决方案,称为点对点网络(P2PNet,Point to Point Network)。P2PNet 丢弃了多余的步骤,直接预测一组点propoals来表示图像中的...
P2P网络的原理可以简单地理解为一种点对点的连接方式。在传统的客户-服务器模式中,客户端通过与服务器建立连接来获取所需的信息,而服务器则负责存储和分发数据。而在P2P网络中,每个节点都可以充当客户端和服务器,节点之间可以直接通信,彼此共享资源和数据。 P2P网络的优势主要体现在以下几个方面: 1. 去中心化:P2P网...
为了与人群密度领域以往的方法进行对比,研究者单独汇报了 P2PNet 的计数精度。如下表 2 所示,P2PNet 在多个不同密度分布的公开数据集上均取得了非常优异的表现。尽管 P2PNet 在 UCF-QNRF 上略逊于 ADSCNet,但是在其他所有数据集上均显著超过了 ADSCNet。 表2:P2PNet 的不同数据集上的计数精度。 此外,如下...
Visualized demos for P2PNet https://github.com/TencentYoutuResearch/CrowdCounting-P2PNet/blob/main/vis/congested1.png https://github.com/TencentYoutuResearch/CrowdCounting-P2PNet/blob/main/vis/congested2.png https://github.com/TencentYoutuResearch/CrowdCounting-P2PNet/blob/main/vis/congested3.png T...
介绍 github地址: The network The overall architecture of the P2PNet. Built upon theVGG16, it firstly introduce an upsampling path to obtain fine-grained feature map. Then it exploits two branches to simultaneously predict a set of point proposals and their confidence scores. ...
P2PNet applies the technique of time expansion and uses real time to synchronize the processing of events among the participating processors. Simulation results show that P2PNet has small overhead compared with a single-processor event-driven simulator, a large speedup when multiple computers are ...
P2P-NET:Bidirectional Point Displacement Net for Shape Transform Kangxue Yin,Hui Huang,Daniel Cohen-Or,Hao Zhang. P2P-NET is a general-purpose deep neural network which learns geometric transformations between point-based shape representations from two domains, e.g., meso-skeletons and surfaces, par...
【摘要】 目录 自己修改了一下测试代码: onnx部署测试 开源地址: GitHub - TencentYoutuResearch/CrowdCounting-P2PNet: The official codes for the ICCV2021 Oral presentation "Rethinking Counting and L... 目录 自己修改了一下测试代码: onnx部署测试 ...
p2p网贷（P2Pnetloan）p2p网贷（P2P net loan）Net loan edit Net loan, also known as P2P network borrowing, refers to individuals borrowing from each other through the network platform. That is, by a qualified website (third party network lending platform) as an intermediary platform, the borrower...