FYP-ITMS / Intelligent-Traffic-Management-System-using-Machine-Learning
We developed a system that leverages on YOLO Machine Learning Model for managing the traffic flow based on the vehicle density.
☆37Updated 3 years ago
Related projects: ⓘ
- REALTIME EFFICIENT TRAFFIC MONITORING☆21Updated 3 years ago
- The name says everything...☆44Updated 3 years ago
- # Intelligence traffic monitoring system ### About Due to a huge number of vehicles ,very busy road and parking which may not be possibl…☆56Updated 3 years ago
- Object tracking with YOLOv3, YOLOv3-tiny, Deep Sort and Tensorflow. This repository implements YOLOv3 and Deep SORT in order to perfrom r…☆24Updated 3 weeks ago
- Final Year Project in Computer Vision that detects and reports traffic violations for safety purposes.☆36Updated last year
- Building a small demo system to detect and count vehicle using Streamlit framework☆18Updated 8 months ago
- Custom Object detection using YOLOv3 on the cloud. It is trained to detect Fire in a given frame. It can be largely used for Wildfires, f…☆39Updated last year
- Project on getting the angle of steering rotation in a self-driving car. This project is inspired by NVIDIA End to End Learning for Self-…☆65Updated 2 years ago
- A plant disease detector (classifier) based on the PlantVillage dataset☆66Updated 8 months ago
- Using deep learning and computer vision(pytorch) to detect accidents on dashcam and report it to nearby emergency services with valid acc…☆13Updated 4 years ago
- Traffic Management and Emergency Vehicle Detection using Decision Trees and OpenCV☆10Updated 4 years ago
- Spothole (Citizen App) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution☆20Updated 3 years ago
- Final year project.☆76Updated 4 years ago
- The system uses an IP camera for taking inputs. Whenever a weapon is detected, the system alerts the security instantly and prevents any …☆20Updated 6 months ago
- This Adaptive Traffic Signal Timer uses live images from the cameras at traffic junctions for real-time traffic density calculation using…☆148Updated last year
- This is project is extracting motorcycle license plates if the rider or back sitter is not wearing a helmet.☆36Updated last year
- 🚗🚦 Introducing our Smart Adaptive Traffic Management System! 📷🧠 Using YOLO v8 object detection & CCTV cameras, we analyze real-time t…☆11Updated 3 months ago
- [IEEE Research paper + Project] Real Time Road Accidents Detection System based on crash estimation; a computer vision techniques that de…☆60Updated 2 months ago
- This project is about the use of edge inference for counting number of cars from all directions on a traffic light to decide the red and …☆30Updated 3 years ago
- A project to detect accident and send notification to hospitals whenever a accident happens.☆16Updated last year
- ☆21Updated last year
- Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.☆53Updated 3 years ago
- Smart Traffic Management System which changes window time of green light based on density of vehicles.☆13Updated 5 years ago
- The name says everything...☆22Updated last year
- Vehicle Identification Speed Detection (VISD) extracts vehicle information like License Plate number, Manufacturer and colour from a vide…☆17Updated 3 years ago
- EC351: Introduction to Algorithms☆53Updated 3 years ago
- Web App for Plant Disease Detection using Tensorflow and streamlit☆23Updated 3 years ago
- Plant Disease Detection is one of the mind-boggling issues when we talk about using Technology in Agriculture. Although researches have b…☆169Updated last year
- Animal Detection using YOLOv5☆36Updated last year
- Vehicle counting in a conjusted traffic road where background subtraction gives lower performance.☆34Updated 5 years ago