Traffic Sign Detection ML Frameworks

Deep learning models and applications for detecting, classifying, and recognizing traffic signs and traffic lights in real-time. Does NOT include general object detection frameworks, autonomous driving systems, or other road infrastructure detection (lane markers, pedestrians, vehicles).

There are 59 traffic sign detection frameworks tracked. 4 score above 50 (established tier). The highest-rated is davidbrai/deep-learning-traffic-lights at 51/100 with 483 stars.

Get all 59 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	davidbrai/deep-learning-traffic-lights Code and files of the deep learning model used to win the Nexar Traffic...	51	Established	483	Jupyter Notebook
2	aarcosg/traffic-sign-detection Traffic Sign Detection. Code for the paper entitled "Evaluation of deep...	50	Established	336	Jupyter Notebook
3	hoanglehaithanh/Traffic-Sign-Detection Traffic signs detection and classification in real time	50	Established	292	Python
4	thibo73800/capsnet-traffic-sign-classifier A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic...	50	Established	178	Jupyter Notebook
5	alexstaravoitau/traffic-signs Building a CNN based traffic signs classifier.	49	Emerging	150	Jupyter Notebook
6	surmenok/GTSRB Convolutional Neural Network for German Traffic Sign Recognition Benchmark	48	Emerging	128	Jupyter Notebook
7	alex-lechner/Traffic-Light-Classification A detailed tutorial on how to build a traffic light classifier with...	48	Emerging	125	Jupyter Notebook
8	shivaverma/Clock-Reader Reading time from the Analogue Clocks using CNN	39	Emerging	21	Jupyter Notebook
9	anthony-chaudhary/deeper-traffic-lights [repo not maintained] Check out https://diffgram.com if you want to build a...	39	Emerging	94	Jupyter Notebook
10	barzansaeedpour/Traffic-sign-detection-yolov8 In this git repository a light version of our Traffic Sign Detection project...	37	Emerging	9	Jupyter Notebook
11	MDhamani/Traffic-Sign-Recognition-Using-YOLO Identifying traffic signs in real time using YOLO for autonomous self driving car	36	Emerging	80	Jupyter Notebook
12	aarcosg/tsr-torch Code for the paper entitled "Deep neural network for traffic sign...	34	Emerging	41	Lua
13	lynguyenminh/CS114.M11.Vietnam-traffic-sign-detection Đồ án môn Máy Học (Thầy An): Phát hiện và phân loại biển báo giao thông...	34	Emerging	42	Jupyter Notebook
14	neerajd12/Traffic-Sign-classifier-with-Deep-Learning Classify traffic signs with Artificial neural networks	33	Emerging	4	Jupyter Notebook
15	geospaitial-lab/abs Automatisierte Bewertung von Straßen	32	Emerging	6	Python
16	MustafaBanatwala04/Traffic-Sign-Detection-Using-CNN An application built with TensorFlow and Keras for traffic sign detection....	31	Emerging	4	Jupyter Notebook
17	waniashafqat/Image-Scaling-Attacks-on-Machine-Learning-Algorithms Image Scaling Attack on German Traffic Sign Recognition Benchmark CNN Model.	30	Emerging	2	Jupyter Notebook
18	DURGESH716/Traffic-Sign-Detection-For-Self-Driving-Cars A deep learning model has been developed especially for self-driving cars...	28	Experimental	23	Jupyter Notebook
19	EhsanR47/Traffic-Signs-Dataset-in-YOLO-format Traffic Signs Dataset in YOLO format	25	Experimental	7	Jupyter Notebook
20	xGodlike0/TRAFFIC-SIGNS-RECOGNITION PyTorch Traffic Sign Classification: A robust CNN model for accurate traffic...	24	Experimental	5	Jupyter Notebook
21	Htet-2aung/Traffic-Signs-Detection This repository is for the Information Technology Project which is held...	23	Experimental	—	Jupyter Notebook
22	Ayaan-Ali-Khan/Traffic-Signs-Detection End-to-end traffic sign detection using deep learning, with complete...	21	Experimental	—	Jupyter Notebook
23	besteekmen/TrafficApp An android mobile app to monitor traffic control using a pre-trained model...	21	Experimental	1	Java
24	MartinKalema/Traffic-Light-Detection Real time traffic light detection	19	Experimental	3	Jupyter Notebook
25	Zhu-QingWen/Lightweight-Traffic-Sign-Recognition 旨在探索深度学习模型在嵌入式或PC端的实际应用。该项目将一个开源的轻量化物体检测模型（YOLOv5s）成功部署于本地，并开发应用以实现对交通标志的实时识别。	19	Experimental	2	—
26	zhao-zh10/CarND-Traffic-Sign-Classifier-Project My Submission For Udacity Self-Driving Car Engineer Nanodegree Program...	19	Experimental	3	Jupyter Notebook
27	wolfgang-stefani/Traffic-Sign-Classifier This program uses a deep neural network with several convolutional layers to...	19	Experimental	4	Jupyter Notebook
28	MartinKalema/Traffic-Sign-Detection Real time traffic sign detection	19	Experimental	4	Jupyter Notebook
29	Aditi-Gaikwad08/Traffic-Sign-Recognition-CNN-Explainable-AI CNN-based Traffic Sign Recognition system with Explainable AI (SHAP & LIME)...	19	Experimental	—	Jupyter Notebook
30	sichkar-valentyn/1-million-images-for-Traffic-Signs-Classification-tasks Applied geometric transformations for Traffic Signs images	17	Experimental	1	—
31	henryboisdequin/Traffic-Sign-Classifier Created a traffic sign classifier with a CNN.	17	Experimental	1	Jupyter Notebook
32	RaduPetrila-dev/Traffic-Sign-Recognition Machine Learning independent project, traffic sign recognition	14	Experimental	—	Python
33	JiteshShelke/Traffic-Sign-Recognizer A Flask-based Traffic Sign Recognition System using CNN to classify traffic...	13	Experimental	—	Jupyter Notebook
34	MARYAMJAHANIR/AI-Traffic-Sign-Recognition-System-for-Autonomous-Vehicles The goal of this project was to To design and deploy a deep learning model...	13	Experimental	—	—
35	danutmatinca/SignVisionGTSRB Verkehrszeichenerkennung mit CNN (GTSRB-Datensatz)	13	Experimental	—	Jupyter Notebook
36	rv2442/GTSRB_Mnist_Model Tensorflow2, working on Mnist and GTSRB	13	Experimental	—	PureBasic
37	taufiqnoorani/traffic-sign-recognition A Traffic Sign Recognition System using CNN	13	Experimental	—	Jupyter Notebook
38	Akanksha-Nadipalli/cnn-uncertainty-estimation-mc-dropout CNN-based traffic sign classification with uncertainty estimation using...	13	Experimental	—	JavaScript
39	Jieoi/traffic_sign_recognition Welcome to the Traffic Sign Recognition Project! This project focuses on the...	12	Experimental	6	Jupyter Notebook
40	koesan/Traffic_Sign_Classification A deep learning project for classifying traffic sign categories using...	12	Experimental	2	Jupyter Notebook
41	PawarMukesh/German-Traffic-Sign-Detction Detect The German Traffic Sign Using YoloV5	12	Experimental	7	Jupyter Notebook
42	snehilsanyal/traffic_sign_detection_gtsrb Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB)...	12	Experimental	7	Jupyter Notebook
43	loks666/yolov5-5.0 📚深度学习之识别交通标志	12	Experimental	6	Python
44	Muawiya-contact/traffic-sign-vision Traffic sign recognition AI-Model.	11	Experimental	2	Jupyter Notebook
45	quangkhoi1228/traffic_sign_recognize Recognize signs from environmental images using deep learning	11	Experimental	3	JavaScript
46	Jo0xFF/Arabic-Traffic-Signs-Classification Arabic Traffic Signs Classification using CNN	11	Experimental	—	PureBasic
47	sudopower/Neural-Streets Neural Network for Street Sign Recognition for Self Driving Cars and Dash Cam Apps	11	Experimental	—	Java
48	waliulrayhan/Traffic-Signs-Classification A comprehensive repository for a Traffic Signs Classification project,...	11	Experimental	—	Java
49	nishatrhythm/Android-App-of-Traffic-Signs-Classification-using-CNN A real-time Android app for traffic sign classification using a pre-trained...	11	Experimental	—	Java
50	karam220/traffic-sign-detection-classification Traffic sign detection and classification system using computer vision and...	11	Experimental	—	Jupyter Notebook
51	wooyoungwoong-AI/Road-traffic-sign-classification-AI The artificial intelligence model was produced for the National Youth...	11	Experimental	4	Jupyter Notebook
52	SapnaKirad03/Traffic-Sign-Classification-Using-CNN Automated traffic sign recognition is an important part of a driver...	11	Experimental	—	—
53	projektdexter/traffic_sign_detection traffic sign detection using ML	11	Experimental	—	Python
54	lfhohmann/robocup_jr_tensorflow_cnn A simple TensorFlow CNN capable of identifying symbols on the RoboCup JR....	11	Experimental	—	PureBasic
55	coder-deep/DeepLearning-TrafficSignRecognition Developed an ADAS using deep learning models to recognize traffic signs with...	10	Experimental	2	Jupyter Notebook
56	charviis/AI-Recognition Traffic Signs recognition using simple machine generated cascades	10	Experimental	2	Python
57	Shank404/Faster-RCNN-MachineLearning ~~ MATLAB / DeepNeuralNetwork ~~ This our implementation of a deep neuronal...	10	Experimental	2	MATLAB
58	musty-ess/Traffic-Sign-Recognition-with-TensorFlow-AI This project implements a neural network using TensorFlow to classify images...	10	Experimental	2	Python
59	alvaroqsaldanha/Traffic-Sign-Classification A deep-learning traffic sign detection and recognition project, using...	10	Experimental	2	HTML

Comparisons in this category

Traffic-Sign-Detection and traffic-sign-detection (50 vs 50) traffic-sign-detection and traffic-signs (50 vs 49) traffic-sign-detection and GTSRB (50 vs 48) Traffic-Sign-Detection and traffic-signs (50 vs 49) traffic-sign-detection and Traffic-Sign-Recognition-Using-YOLO (50 vs 36) traffic-sign-detection and tsr-torch (50 vs 34) Traffic-Sign-Detection and Traffic-Sign-Recognition-Using-YOLO (50 vs 36) traffic-sign-detection and Traffic-Sign-Detection-For-Self-Driving-Cars (50 vs 28) traffic-sign-detection and Traffic-sign-detection-yolov8 (50 vs 37) traffic-sign-detection and Traffic-Signs-Dataset-in-YOLO-format (50 vs 25)