An AI project about dynamic traffic light configuration which use openCV2 to analyze the current scene. Using colored blocks as a replacement for motorcycle, cars and trucks.
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Updated
Sep 29, 2021 - Python
An AI project about dynamic traffic light configuration which use openCV2 to analyze the current scene. Using colored blocks as a replacement for motorcycle, cars and trucks.
This is an experiment environment for AWS IoT MQTT
Python-based webscraper for scraping traffic data from the Dutch traffic information service, [vid.nl](https://www.vid.nl)
It's a simple python script to predict the traffic signs
The official Python SDK for adding Stanza Systems fault tolerance to your python 3 service.
Network emulation for MPI programs using Linux traffic control module
Experiments in which Deep Reinforcement Learning agents try to choose the correct traffic light phase at an intersection to maximize the traffic efficiency. (Deep Q-Learning and Independent Deep Q-Networks)
Front End for Wan Emulator using Linux TC and Netem
Algorithms based on time efficiency for Negotiation for Autonomous Driving
The Flight Control service coordinates a drone fleet by managing flight permissions and creating flight routes. This is a part of the Autonomous Drone Delivery System, which I implemented for my Bachelor's Thesis.
Traffic detection and notify C&C (prototype)
Implementation of Universal Multi-Agent Reinforcement Learning via Policy Decoupling with Transformers (UDPET) on Multi-Agent Traffic Control
Dynamic Real-time Traffic Control System
Official code for article <DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL>.
An environment for core simulation based on Docker Swarm.
This model is very useful to detecting cars, buses, and trucks in a video.
This research focused on developing a mainline metering policy for freeways. The mainline metering policy was controlled by a DRL agent, alongside an ALINEA algorithm to control the ramp metering policy. To model and evaluate the effectiveness of these policies, we utilized Vissim, a traffic simulation software.
Web scrapping and Image processing modules for traffic light control assistance for an Isolated Intersection in Dhaka City
Implementation of the FQ-PIE algorithm in ns-3
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