Awesome Crowd Counting

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

An open-source PyTorch code for crowd counting

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

Code for FCHD - A fast and accurate head detector

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

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.

No description provided.

[IEEE TMM 23] Focal Inverse Distance Transform Maps for Crowd Localization

This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.

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

Official Code for Context-Aware Crowd Counting. CVPR 2019

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

Summary of RGB-T Salient Object Detection, Semantic segmentation and Crowd Counting.

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

Official Implement of CVPR 2022 paper 'Boosting Crowd Counting via Multifaceted Attention'

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

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

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

mscnn crowd counting model implementation, source from "Multi-scale Convolution Neural Networks for Crowd Counting" write by Zeng L, Xu X, Cai B, et al.

ECCV24 - Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance

Tensorflow implementation of crowd counting using CNNs from overhead surveillance cameras.

LWCC: A LightWeight Crowd Counting library for Python that includes several pretrained state-of-the-art models.

智能视频分析：视频目标检测，视频人群计数

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning, ICCV, 2023

Crowd counting Code for IEEE Access paper "DA-Net: Learning the fine-grained density distribution with deformation aggregation network"

Implement SANet for crowd counting in Keras.

Multi-level Attention Refined UNet for crowd counting

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

Image Crowd Counting Using Convolutional Neural Network and Markov Random Field