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 26 crowd counting systems frameworks tracked. The highest-rated is gjy3035/C-3-Framework at 44/100 with 729 stars.

Get all 26 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	Stars	Language
1	gjy3035/C-3-Framework An open-source PyTorch code for crowd counting	44	Emerging	729	Jupyter Notebook
2	ahmetozlu/tensorflow_object_counting_api 🚀 The TensorFlow Object Counting API is an open source framework built on...	44	Emerging	1,332	Python
3	tersekmatija/lwcc LWCC: A LightWeight Crowd Counting library for Python that includes several...	43	Emerging	67	Jupyter Notebook
4	muratali016/Yolov7-Object-Counter-Custom-Funcitons Object Counting with the newest yolov7	39	Emerging	120	Jupyter Notebook
5	SinicaGroup/Class-agnostic-Few-shot-Object-Counting pytorch implementation of a WACV 2021 Paper "Class-agnostic Few-shot-Object-Counting"	32	Emerging	118	Python
6	muqadasejaz/Human-Detector A real-time application that detects persons in webcam streams or video...	26	Experimental	4	Python
7	aiagentwithdhruv/vidsafe AI Video Intelligence & Content Moderation Platform — YOLO v8 + Whisper +...	24	Experimental	—	Python
8	dixon2004/auto-gate-ai AutoGate AI is an advanced vehicle access system that uses YOLOv10 and...	23	Experimental	2	Python
9	erlandlila/YOLOv11-People-Enter-Exit-Detector 🎥 Detect and track people in real-time, counting entries and exits with...	23	Experimental	1	Python
10	Nisrgg/Office-Seat-Occupancy-Detection Real Time Object Detection and Occupancy Tracking	22	Experimental	—	Python
11	domco121/Human-Detection-Counting-Project-in-Open-CV 👥 Detect and count humans in videos or images using OpenCV with simple...	22	Experimental	—	Python
12	Anilkumar4305/crowd-analytics Crowd counting and behavior analysis web app using PyTorch (CSRNet) with a...	22	Experimental	—	CSS
13	vik05h/Crowd-Management-System Manage Crowd using AI & Alert System	21	Experimental	4	HTML
14	saimj7/Shopping-Analytics Real-time footfall analysis in retail stores.	20	Experimental	5	Python
15	AmadeusITGroup/Predictive-Crowd-Intelligence An advanced platform that combines satellite computer vision, mobile network...	19	Experimental	—	Python
16	riyanshibariyaa/OpenCV-Based-Real-time-Employee-Tracking-System AI-powered employee monitoring system using OpenCV and YOLO for real-time...	17	Experimental	1	HTML
17	smirnovlad/SubwayDetectionAssistant AI solution for detecting individuals crossing the safety line on the subway platform	16	Experimental	2	Jupyter Notebook
18	OldAdventurer/pedestrian-behavior-analyzer A modern web application for visualizing and analyzing pre-collision pedestrian data.	15	Experimental	—	JavaScript
19	fanavaran-sharif/IndoorPeopleTrack Multi-person tracking in indoor spaces using YOLOv8, with virtual fence...	15	Experimental	5	Jupyter Notebook
20	RizosConstantinos/AI_Driven_Occupancy_Tracker_System An end-to-end AI-powered system for real-time human detection and occupancy...	15	Experimental	1	Python
21	kareena0229/safe-usafe-activity-detection VisionSafe – AI powered safe vs unsafe activity detection system using...	14	Experimental	—	JavaScript
22	Floofy-psk/Counting-People-in-a-Crowd This project employs YOLOv2/YOLOv3, TensorFlow and DarkFlow for crowd people...	13	Experimental	5	HTML
23	axarajand/startup-flow A web-based project monitoring system integrating YOLO and Reinforcement...	12	Experimental	1	JavaScript
24	AdityanVerma/watt-watcher AI-powered human detection system using YOLOv5 Nano to automate energy...	11	Experimental	—	Python
25	PUTvision/thermo-hardware-benchmark The official repository of the paper Efficient People Counting in Thermal...	10	Experimental	1	C++
26	AnandaRauf/Sini-Dek-Dekat-Yanda-Sistem-Informasi-Deteksi-Benda-Berbahaya-Python- Sini Dek Dekat Yanda is software dangerous object detection.	10	Experimental	1	—