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GitHub topics: rl-agent-learning

AmreenSEO/traffic-sign-vision

# 🚦 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. 🐱💻

Language: Jupyter Notebook - Size: 386 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 74.4 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 160 - Forks: 56

Related Keywords
visionprocessing 2 deep-learning 2 machine-learning 2 reinforcement-learning 2 rl-agent-learning 2 shadow-removal 2 simulation 2 simulation-environment 2 smart-traffic-signals 2 deep-reinforcement-learning 1 emulation 1 image-processing 1 indian-traffic 1 opencv 1 sumo 1 sumologic 1 traffic-analysis 1 traffic-simulation 1 video-processing 1 viola-jones 1 university 1 traffic-sign-classification 1 tensorflow 1 object-detection 1 jupyter-notebook 1 faster-rcnn 1 concept-whitening 1 computer-science 1