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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 193

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

Abaco-Systems / jetson-inference-gv

Star 36

This fork of the deep learning guide has been adapted to work with a variety of different inputs USB camera, GigEVision and RTP on the TX1 SoM. This is a a quick demonstrator and example for users of the Abaco Systems rugged Small Form Factor (SFF) TX1 boxed solutions. Please visit out website for more details.

deep-neural-networks computer-vision deep-learning gstreamer neural-network cuda image-recognition segmentation object-detection rtp cudnn visionprocessing nvidia-digits nvidia-jetson-tx1 tensorrt gigevision visionworks
  • Updated May 2, 2017
  • C++

wtbates99 / opencv2-posture-corrector

Star 5

opencv2-posture-corrector leverages OpenCV's powerful computer vision capabilities and MediaPipe's pose detection to create an intelligent posture monitoring system. Running discreetly in your system tray, it provides real-time feedback and gentle reminders when your posture needs attention.

productivity opencv machine-learning computer-vision ergonomics pyqt visionprocessing real-time-processing pose-estimation health-monitoring mediapipe posture-detection workplace-health system-tray-application
  • Updated Dec 31, 2024
  • Python

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