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traffic-simulation

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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

Star 190

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.

opencv machine-learning reinforcement-learning deep-learning simulation emulation simulation-environment image-processing deep-reinforcement-learning traffic-analysis video-processing sumo sumologic visionprocessing traffic-simulation shadow-removal indian-traffic smart-traffic-signals rl-agent-learning
  • Updated May 24, 2019
  • Python

akshattrivedi / Automating-Traffic-Signals-Based-on-Traffic-Density-Estimation-using-YOLO

Star 9

Automating the traffic signal timings using images of vehicles near the crossroads using YOLO (You Only Look Once) which includes Convolutional and Fully Connected Neural Networks which is implemented on Python-Django Web Framework.

python machine-learning django artificial-intelligence yolo image-classification convolutional-neural-networks traffic-simulation traffic-density-estimation traffic-signals
  • Updated May 22, 2023
  • Python

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