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 20 vehicle detection tracking frameworks tracked. The highest-rated is vita-epfl/detection-attributes-fields at 36/100 with 33 stars.

Get all 20 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	vita-epfl/detection-attributes-fields PyTorch implementation of "Detecting 32 Pedestrian Attributes for Autonomous...	36	Emerging	33	Python
2	daniel-bogdoll/unknown_objects_roads Repository of the paper Multimodal Detection of Unknown Objects on Roads for...	32	Emerging	30	Jupyter Notebook
3	Westley-Winks/tactile-paving-detector Detects tactile paving in images using deep learning	32	Emerging	5	Jupyter Notebook
4	dynle/japanese-emergency-vehicles-detection A Transfer Learning Based Algorithm Using YOLOv7 for Active Emergency...	30	Emerging	6	Jupyter Notebook
5	bruno-silverio/smart-vision Final project for the computer engineering course: car detection system...	27	Experimental	1	TypeScript
6	changsin/DLTrafficCounter Traffic Counting using YOLO V5	27	Experimental	9	Jupyter Notebook
7	recepayddogdu/Object_Detection_Classification_-_Ford_Otosan_Intern_P2 Development of Deep Learning algorithms for Drivable Area Segmentation, Lane...	25	Experimental	57	Jupyter Notebook
8	Onycito/Flash-Lidar-Vehicle-Detection 🚗 Detect vehicles in Flash Lidar datasets with advanced deep learning...	24	Experimental	1	MATLAB
9	K1ethoang/Surveillance-Camera-System Đồ án tốt nghiệp 2025 - Hệ thống camera giám sát đường phố phát hiện tai nạn...	24	Experimental	2	JavaScript
10	QuangTranUTE/Vehicle-Detection Training dataset and a trained deep-learning model for vehicle detection.	21	Experimental	1	—
11	titesen/vaaet Jupyter notebook for running a pipeline that receives video clips of traffic...	21	Experimental	—	Jupyter Notebook
12	revaldianggara/illegal-parking-detection Deteksi ilegal parkir menggunakan raspberry, model yolov3 darknet53	16	Experimental	1	Jupyter Notebook
13	TomatoFT/Vehicle-Trajectory-Prediction-in-Ho-Chi-Minh-city-streets Predict the trajectory of the vehicles in HCM city streets with YOLOv7 +...	14	Experimental	16	Python
14	etkakocak/Safe-Distance-Monitoring Prototype system for monitoring following distances between vehicles and...	13	Experimental	—	C++
15	gabriel-salomon/ufpr-admr-v2-dataset UFPR-ADMR-v2: a dataset for image-based automatic meter reading containing...	13	Experimental	11	—
16	Sapthaharshk/Pedestrian-Detection Pedestrian detection for autonomous driving applications	13	Experimental	—	Jupyter Notebook
17	importrayhan/Reading-Analog-Meter-Gauge-in-the-Wild This is a demonstration of recognizing analog meter gauge values using...	12	Experimental	1	—
18	ChrisEdel/vehicle-classification The aim of this project is to use the LiDAR sensor of the new Apple devices...	11	Experimental	3	Swift
19	jnispen/RMAI_YOLO Report for the course group assignment, title: "The effect of low light...	11	Experimental	—	—
20	Lima001/UFPR-FGMC Official repository for the UFPR-FGMC research, providing the MotorcycleMake...	10	Experimental	1	—