Vehicle Detection Tracking ML Frameworks

Real-time detection, classification, and tracking of vehicles in images and video streams using deep learning models like YOLO. Does NOT include general object detection frameworks, traffic prediction systems, or autonomous driving stacks.

There are 44 vehicle detection tracking frameworks tracked. The highest-rated is techy4shri/Traffic-Tracking-System at 36/100 with 7 stars.

Get all 44 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=vehicle-detection-tracking&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	techy4shri/Traffic-Tracking-System A React WebApp for identifying vehicles, reading their number plate and...	36	Emerging	7	TypeScript
2	vita-epfl/detection-attributes-fields PyTorch implementation of "Detecting 32 Pedestrian Attributes for Autonomous...	29	Experimental	33	Python
3	markolalovic/pedestrian-detection Pedestrian detection for autonomous driving applications	28	Experimental	6	Jupyter Notebook
4	anyavoitovich/bag-tracker-yolov10 Bag detection and counting system using YOLOv10. Tracks bags on a conveyor...	28	Experimental	2	Jupyter Notebook
5	kiti481/Truck_logo_Design_Measurements 🚛 Detect trucks, classify types, and measure dimensions in images with this...	27	Experimental	1	Python
6	Abdelrhman941/Vehicle-Detection-Project This is an integrated Vehicle Detection and Tracking system for accurate...	26	Experimental	3	Jupyter Notebook
7	apreddyy/LaneandYolovehicle-Detection Lane Detection and Yolo Detection. Yolo5s trained on 24 classes.	25	Experimental	5	C++
8	daniel-bogdoll/unknown_objects_roads Repository of the paper Multimodal Detection of Unknown Objects on Roads for...	25	Experimental	30	Jupyter Notebook
9	Westley-Winks/tactile-paving-detector Detects tactile paving in images using deep learning	25	Experimental	5	Jupyter Notebook
10	jcinformaticalanhouse/AI-Vision-Traffic-Monitoring 🚦 Monitor real-time traffic with this YOLOv8-based system, automatically...	24	Experimental	—	Python
11	dynle/japanese-emergency-vehicles-detection A Transfer Learning Based Algorithm Using YOLOv7 for Active Emergency...	23	Experimental	6	Jupyter Notebook
12	Onycito/Flash-Lidar-Vehicle-Detection 🚗 Detect vehicles in Flash Lidar datasets with advanced deep learning...	23	Experimental	1	MATLAB
13	soubhikmandal2000/Real-time-traffic-rule-monitoring-system Designed a system for Monitoring/Tracking traffic rules violating vehicles...	22	Experimental	1	Python
14	mkashirin/vedelo Vehicle detection model, trained with Python, and run with Rust.	22	Experimental	—	Rust
15	riazraja1122/smart-vision-traffic-guard AI-powered vehicle surveillance system with YOLOv8 detection, DeepOCSORT...	22	Experimental	—	HTML
16	titesen/vaaet Jupyter notebook for running a pipeline that receives video clips of traffic...	22	Experimental	—	Jupyter Notebook
17	changsin/DLTrafficCounter Traffic Counting using YOLO V5	20	Experimental	9	Jupyter Notebook
18	bruno-silverio/smart-vision Final project for the computer engineering course: car detection system...	20	Experimental	1	TypeScript
19	meliy-meyada/Detect-and-count-Vehicle ในโครงการนี้ จะดำเนินการตรวจจับและนับยานพาหนะในภาพหรือวิดีโอที่กำหนด...	20	Experimental	1	HTML
20	JesmineT/campus-vehicle-detection-yolov12 YOLOv12s-based vehicle detection and classification system achieving 71.3%...	19	Experimental	—	Jupyter Notebook
21	recepayddogdu/Object_Detection_Classification_-_Ford_Otosan_Intern_P2 Development of Deep Learning algorithms for Drivable Area Segmentation, Lane...	18	Experimental	57	Jupyter Notebook
22	K1ethoang/Surveillance-Camera-System Đồ án tốt nghiệp 2025 - Hệ thống camera giám sát đường phố phát hiện tai nạn...	18	Experimental	2	JavaScript
23	rashiedomar/crosswalk-cctv Vision-based adaptive crosswalk system that extends pedestrian green time...	18	Experimental	4	Jupyter Notebook
24	Tanwar-12/Vehicles-Object-Detection The goal of this project is to detect and localize vehicles in images or videos.	17	Experimental	5	Jupyter Notebook
25	mayankgarg0987/tailgating-detection-system This is a software to detect tailgating in the organizations. Tailgating is...	16	Experimental	3	—
26	TotallyLuke/Vision-Project Vehicle detection, tracking, counting, and speed estimation \| project for...	16	Experimental	3	Jupyter Notebook
27	motokimura/solafune_vehicle_detection_solution motokimura's solution for Solafune "Vehicle Detection in Multi-Resolution...	16	Experimental	3	—
28	pratheeshkumar99/Real-Time-Vehicle-Detection-and-Traffic-Flow-Classification-System- This project uses YOLOv8 for real-time vehicle detection, classifying...	16	Experimental	3	Jupyter Notebook
29	trkgrn/Car-Distance-Estimation Kocaeli Üni. Bilgisayar Bilimlerinde Yeni Teknolojiler ders içi proje ödevi	15	Experimental	2	Python
30	Highsky7/YOLOTL YOLOTL: YOLO-based Top-view Lane Segmentation and Steering Control	15	Experimental	5	Python
31	HarishValliappan/Speed-detection-YOLO Real-Time Vehicle Speed Detection and Counting System	14	Experimental	1	Jupyter Notebook
32	krisnarengga/yolov7-simple-ADAS Simple Driving - Adaptive Detection System (ADAS) based on YOLOV7	14	Experimental	1	Jupyter Notebook
33	revaldianggara/illegal-parking-detection Deteksi ilegal parkir menggunakan raspberry, model yolov3 darknet53	14	Experimental	1	Jupyter Notebook
34	QuangTranUTE/Vehicle-Detection Training dataset and a trained deep-learning model for vehicle detection.	14	Experimental	1	—
35	adityarc19/traffic-vehicles-instance-segmentation This is a real time instance segmentation task implemented with YOLACT++ and...	13	Experimental	8	Jupyter Notebook
36	acetinkaya/Vehicle-Tracking-and-Classification-Using-YOLO-and-COCO-Dataset Vehicle Classification and Tracking Using Convolutional Neural Network Based...	13	Experimental	6	—
37	abidikshit/Yolov9-VancouverTrafficCongestion Implementation of YOLOv9 and V2X Technology for Traffic Signal Priority	12	Experimental	4	Jupyter Notebook
38	guntaaskapoor24/SE-Pedestrian-and-Vehicle-Detection-RT This repository is a part of the Software Engineering Project for the course...	11	Experimental	—	Jupyter Notebook
39	Sapthaharshk/Pedestrian-Detection Pedestrian detection for autonomous driving applications	11	Experimental	—	Jupyter Notebook
40	zippie127/Tesla-Autonomous-Car-Driving-Vision-YOLOv5-Object-Detection 🚗 Implement real-time object detection for autonomous driving using YOLOv5...	11	Experimental	—	—
41	etkakocak/Safe-Distance-Monitoring Prototype system for monitoring following distances between vehicles and...	11	Experimental	—	C++
42	kailas711/AI-Traffic-Eye End-to-end computer vision project hosted on Streamlit cloud mimics the AI...	10	Experimental	1	Jupyter Notebook
43	ComputerVision804/count-objects-crossing-the-line we'll leverage two Python packages - ultralytics for running object...	10	Experimental	1	Jupyter Notebook
44	importrayhan/Reading-Analog-Meter-Gauge-in-the-Wild This is a demonstration of recognizing analog meter gauge values using...	10	Experimental	1	—