Top 19 crowd-counting open source projects

Awesome Crowd Counting

An unofficial implement of paper "Dense Scale Network for Crowd Counting", link: https://arxiv.org/abs/1906.09707

Unofficial implementation of "Crowd Counting via Adversarial Cross-Scale Consistency Pursuit" with pytorch - CVPR 2018

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

keras实现的人群密度检测网络"Single Image Crowd Counting via Multi Column Convolutional Neural Network"，欢迎试用、关注并反馈问题...

Code implementation for paper that "ACSCS: Crowd Counting via Adversarial Cross-Scale Consistency Pursuit"; This is method of Crowd counting by conditional generation adversarial networks

The official implementation of "Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting"

To the best of our knowledge, this is the first work to explicitly address feature similarity issue in multi-column design. Extensive experiments on four challenging benchmarks (ShanghaiTech, UCF_CC_50, UCF-QNRF, and Mall) demonstrate the effectiveness of the proposed innovations as well as the superior performance over the state-of-the-art. Mor…

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Image Crowd Counting Using Convolutional Neural Network and Markov Random Field

An unofficial implementation of W-Net for crowd counting.

Crowd counting on the ShanghaiTech dataset, using multi-column convolutional neural networks.

Implementation of the CSRNet paper (CVPR 18) in keras-tensorflow

Unofficial Pytorch implementation of S-DCNet and SS-DCNet

The sample code for a large-scale crowd counting dataset, NWPU-Crowd.

PyTorch implementations of the paper: "Learning Independent Instance Maps for Crowd Localization"

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

Multi-level Attention Refined UNet for crowd counting

The smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO™ Toolkit, for traffic or stadium sensing, analytics and management tasks.