人群计数[CAN](Context-Aware Crowd Counting复现过程记录) 目录 一、开发环境及其配置 二、论文代码+数据集 三、代码复现 四、总结 一、开发环境 windows 10+Anaconda 3+python 3.7+CUDA 11.1+Pytorch 1.8.0+Pycharm 1、Anaconda3的配置 Anaconda安装教程.这篇文章十分简洁明了,并且很有用,直接照着他来就行。...
论文《Body Structure Aware Deep Crowd Counting》 IEEE TRANSACTIONS ON IMAGE PROCESSING 创新点:从语义场景分析作为出发点,进行人群计数;包含三个关键因素:行人,头部和他们地上下文结构(context structure);行人的语义结构可以提供更丰富的信息用于行人识别; 解决问题:现存的方法,大多是直接模拟行人的整个身体... ...
git clone https://github.com/CommissarMa/Context-Aware_Crowd_Counting-pytorch.gitWe'll call the directory that you cloned Context-Aware_Crowd_Counting-pytorch as ROOT.Data Setup 1. Download ShanghaiTech Dataset from Dropbox: link or Baidu Disk: link 2. Put ShanghaiTech Dataset in ROOT...
Crowd countingMulti-scale featuresContext-aware pyramid featureAttention moduleIMPLEMENTATIONEVACUATIONAchieving accurate crowd counting still faces many challenges due to continuous scale variations. To this end, we present an innovative Context-Aware Pyramid Attention Network for crowd counting which is ...
This yields an algorithm that outperforms state-of-the-art crowd counting methods, especially when perspective effects are strong. 展开 关键词: Computer Science - Computer Vision and Pattern Recognition DOI: 10.48550/arXiv.1811.10452 年份: 2018 ...
A survey of recent advances in CNN-based single image crowd counting and density estimation Pattern Recognit. Lett., 107 (2018), pp. 3-16 Google Scholar [4] Levi G., Hassner T. Age and gender classification using convolutional neural networks IEEE CVPR Workshops (2015), pp. 34-42 Google...
These results validate the effectiveness of CAPAN in crowd counting.Gu, LingyuSchool of Information Science and Engineering, Shandong Normal University, Jinan, ChinaPang, ChenSchool of Information Science and Engineering, Shandong Normal University, Jinan, ChinaZheng, Yanjun...