Crowd Counting Systems ML Frameworks
Real-time people detection and counting in crowds, videos, and live streams using computer vision frameworks. Does NOT include general object detection, individual person tracking without counting, or occupancy/capacity monitoring for single rooms or desks.
There are 12 crowd counting systems frameworks tracked. 3 score above 50 (established tier). The highest-rated is gjy3035/C-3-Framework at 51/100 with 729 stars.
Get all 12 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=crowd-counting-systems&limit=20"
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
gjy3035/C-3-Framework
An open-source PyTorch code for crowd counting |
|
Established |
| 2 |
ahmetozlu/tensorflow_object_counting_api
🚀 The TensorFlow Object Counting API is an open source framework built on... |
|
Established |
| 3 |
tersekmatija/lwcc
LWCC: A LightWeight Crowd Counting library for Python that includes several... |
|
Established |
| 4 |
muratali016/Yolov7-Object-Counter-Custom-Funcitons
Object Counting with the newest yolov7 |
|
Emerging |
| 5 |
SinicaGroup/Class-agnostic-Few-shot-Object-Counting
pytorch implementation of a WACV 2021 Paper "Class-agnostic Few-shot-Object-Counting" |
|
Emerging |
| 6 |
saimj7/Shopping-Analytics
Real-time footfall analysis in retail stores. |
|
Experimental |
| 7 |
Anilkumar4305/crowd-analytics
Crowd counting and behavior analysis web app using PyTorch (CSRNet) with a... |
|
Experimental |
| 8 |
AmadeusITGroup/Predictive-Crowd-Intelligence
An advanced platform that combines satellite computer vision, mobile network... |
|
Experimental |
| 9 |
AnandaRauf/Sini-Dek-Dekat-Yanda-Sistem-Informasi-Deteksi-Benda-Berbahaya-Python-
Sini Dek Dekat Yanda is software dangerous object detection. |
|
Experimental |
| 10 |
RizosConstantinos/AI_Driven_Occupancy_Tracker_System
An end-to-end AI-powered system for real-time human detection and occupancy... |
|
Experimental |
| 11 |
kareena0229/safe-usafe-activity-detection
VisionSafe – AI powered safe vs unsafe activity detection system using... |
|
Experimental |
| 12 |
Xiefeng69/read-meter-system-BE
Intelligent reading meter system based on Faster RCNN - BackEnd |
|
Experimental |