indian-traffic

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Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
reinforcement-learning sumo simulation traffic-simulation indian-traffic deep-reinforcement-learning opencv visionprocessing video-processing shadow-removal traffic-analysis deep-learning machine-learning image-processing smart-traffic-signals rl-agent-learning emulation sumologic simulation-environment
Language:Python 179