Traffic Accident Prediction ML Frameworks

Machine learning projects for predicting traffic accident severity, causes, and risk factors using classification and time-series models on road safety datasets. Does NOT include general traffic flow prediction, autonomous driving systems, or aviation/maritime accident prediction.

There are 25 traffic accident prediction frameworks tracked. The highest-rated is DavidF-22/ICS5110-AppliedML_Project at 34/100 with 2 stars.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=traffic-accident-prediction&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	DavidF-22/ICS5110-AppliedML_Project Applied ML pipeline for analysing and modelling Malta traffic accidents...	34	Emerging	2	Jupyter Notebook
2	avikumart/Road-Traffic-Severity-Classification-Project This is a multiclass classification project to classify severity of road...	31	Emerging	20	Jupyter Notebook
3	chelzakaria/ONCycle 🚆 AI-powered train delay predictor - Know exactly when your train will...	24	Experimental	10	Jupyter Notebook
4	404Avinash/j_b Jatayu - ML-powered bird strike prediction and aviation safety intelligence...	23	Experimental	1	Python
5	deshithagallage/Bus-Arrival-Time-Prediction-Frontend This repository contains the frontend code for the Bus Arrival Time...	22	Experimental	1	TypeScript
6	astik-t/traffic-accident-severity-prediction Machine learning pipeline for predicting traffic accident severity using...	22	Experimental	—	Jupyter Notebook
7	karthik-d/LocateMyBus IoT and ML to assuage the uncertainty in city bus schedules. Track live...	22	Experimental	15	PHP
8	rjarman/Bus-Mama The Bus-Mama is a bus tracking mobile application for the transportation of...	20	Experimental	14	TypeScript
9	nkhanna94/Road-Accident-Analysis-And-Traffic-Severity-Prediction This is a traffic severity prediction model built using XGBoost, deployed on flask.	18	Experimental	3	Jupyter Notebook
10	muqadasejaz/Predicting-Road-Accident-Risk A Machine Learning approach to estimate the likelihood of road accidents...	18	Experimental	3	Jupyter Notebook
11	ndleah/road-fatalities-prediction 🚦Logistics regression, accident factors contributed to road tolls	16	Experimental	3	R
12	arithescientist/chicago_primary_cause_of-caraccidents App that can be used in classifying the cause of an accident. I analyzed...	16	Experimental	2	JavaScript
13	osoadsd/Feature-Engineering-Framework-For-Traffic-Accident-Prediction-using-XAI 🚦 Predict traffic accident severity using advanced machine learning and...	16	Experimental	—	Jupyter Notebook
14	robertyoung2/dublin-bus-journey-planner Real time journey planner for Dublin Bus (Ireland). Uses ML techniques to...	15	Experimental	1	JavaScript
15	rana-muhammad-saad/traffic_accident_prediction Machine Learning project that analyzes traffic accident data and predicts...	14	Experimental	—	Jupyter Notebook
16	mtepenner/predictive-transit-anomaly-detector Real-time transit delay prediction system using Node.js, React, and XGBoost...	14	Experimental	—	JavaScript
17	petosa/NextBuzz Using machine learning to predict Georgia Tech bus arrival times	14	Experimental	7	JavaScript
18	kabilan55/city-bigness-index Rank North American cities by how large they feel using skyline,...	14	Experimental	—	—
19	henryShoiti/predict_sinistro Random Forest Classifier para prever a gravidade de um acidente (grave ou...	14	Experimental	—	Jupyter Notebook
20	oumaymaih/Accident_Severity_Classification This project aims to predict the severity level of road accidents using...	14	Experimental	—	Jupyter Notebook
21	Sanjay-Kandimalla/traffic-stop-analysis Predicting vehicle search likelihood from 2.1M traffic stops — Random...	14	Experimental	—	Jupyter Notebook
22	Sean-Jay-M/DublinBus A React - Flask web application which utilizes Machine Learning techniques...	14	Experimental	1	JavaScript
23	mistir-nigusse/Logistic-optimization-with-casual-inference This project aims to optimize the placement of Gokada drivers in Lagos,...	11	Experimental	2	HTML
24	Prajakta-101/iowa-crash-data-analysis-ml EDA and ML-based crash severity prediction using Iowa vehicular crash data	11	Experimental	—	Jupyter Notebook
25	ramironunes/traffic-accident-analysis This repository presents an analysis of traffic accidents, focusing on...	11	Experimental	—	Python