Awesome Crowd Counting

An open-source PyTorch code for crowd counting

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

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

This is the official code of spatial FCN in the paper Learning from Synthetic Data for Crowd Counting in the Wild [CVPR2019].

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

GCC dataset Collector and Labeler (GCC CL) [CVPR2019]

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

System integrated with YOLOv4 and Deep SORT for real-time crowd monitoring, then perform crowd analysis. The system is able to monitor for abnormal crowd activity, social distance violation and restricted entry. The other part of the system can then process crowd movement data into optical flow, heatmap and energy graph.

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

Unsupervised deep learning system for local anomaly event detection in crowded scenes

Unofficial Pytorch implementation of S-DCNet and SS-DCNet

An algorithm to detect leaders in social groups, based on Structured Support Vector Machines.

Crowd Counter is a Python App to count faces and ingest that data to InfluxDB.

keras复现人群数量估计网络"CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting"，欢迎试用、关注并反馈问题...

Scans advertising BLE devices and reports to a React Native App

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...

Estimate number and location of people in crowd image

Pre-degree internship @ UNITN on Computer Vision, Social Force Model