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rl-agent-learning

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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

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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

AmreenSEO / traffic-sign-vision

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# 🚦 Traffic Sign VisionThis project uses deep learning to recognize traffic signs with Keras and TensorFlow. It includes a structured dataset and demonstrates how to preprocess images, train a CNN, and evaluate performance. 🐱💻

computer-science machine-learning reinforcement-learning university deep-learning simulation tensorflow jupyter-notebook simulation-environment faster-rcnn object-detection visionprocessing traffic-sign-classification viola-jones shadow-removal smart-traffic-signals rl-agent-learning concept-whitening
  • Updated Jun 13, 2025
  • Jupyter Notebook

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