Top 1 smart-traffic-signals open source projects
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.
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pythonJupyter Notebookopencvmachine-learningreinforcement-learningdeep-learningsimulationemulationsimulation-environmentimage-processingdeep-reinforcement-learningtraffic-analysisvideo-processingsumosumologicvisionprocessingtraffic-simulationshadow-removalindian-trafficsmart-traffic-signalsrl-agent-learning1-1 of 1 smart-traffic-signals projects