191 skills found · Page 1 of 7
liudf0716 / Apfree Wifidogapfree-wifidog is a high-performance captive portal solution that serves as a gateway between your wireless networks and the Internet. Optimized for both HTTP and HTTPS traffic, it ensures secure border control while enabling seamless user authentication and efficient network management. 技术交流QQ群 331230369
volkhin / RoadTrafficSimulatorRoad traffic simulator and signals optimizer in CoffeeScript & HTML5
dtaht / DeBloatScripts for doing better and fairer network, traffic control, optimization and shaping
udotdevelopment / ATSPMAutomated Traffic Signal Performance Measures (ATSPM) are a series of visual aids that display the high-resolution data from signal controllers. They are a valuable asset management tool, aiding personnel in the control of both signal hardware and signal timing and coordination. They allow analysis of data collected 24 hours a day, 7 days a week, improving the accuracy, flexibility, and performance of signal equipment and the system as a whole. ATSPM are used to optimize mobility, manage traffic signal timing and maintenance, reduce congestion, save fuel costs and improve safety.
SHITIANYU-hue / Efficient Motion PlanningTo guarantee safe and efficient driving for automated vehicles in complicated traffic conditions, the motion planning module of automated vehicles are expected to generate collision-free driving policies as soon as possible in varying traffic environment. However, there always exist a tradeoff between efficiency and accuracy for the motion planning algorithms. Besides, most motion planning methods cannot find the desired trajectory under extreme scenarios (e.g., lane change in crowded traffic scenarios). This study proposed an efficient motion planning strategy for automated lane change based on Mixed-Integer Quadratic Optimization (MIQP) and Neural Networks. We modeled the lane change task as a mixed-integer quadratic optimization problem with logical constraints, which allows the planning module to generate feasible, safe and comfortable driving actions for lane changing process. Then, a hierarchical machine learning structure that consists of SVM-based classification layer and NN-based action learning layer is established to generate desired driving policies that can make online, fast and generalized motion planning. Our model is validated in crowded lane change scenarios through numerical simulations and results indicate that our model can provide optimal and efficient motion planning for automated vehicles
N00Bception / AI Powered 5G OpenRAN OptimizerThis advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.
wordpress-premium / Wordpress Seo PremiumYoast SEO Premium is a powerful plugin that helps you optimize your WordPress website for search engines. Its intuitive interface and robust features make it easy to improve your website's visibility, drive more traffic, and increase conversions.
Mingtzge / PVE MCC For Unsignalized IntersectionAiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future smart cities, this project proposed a Progressive Value-expectation Estimation Multi-agent Cooperative Control (PVE-MCC) algorithm based on reinforcement learning. The algorithm takes the intelligent networked vehicles as the research object and designed the reward function for the optimization objective from the three aspects of traffic efficiency, safety, and comfort.
LaviBenshimol / Optimization For LEO Satellites NetworkThe current generation of LEO constellations assumes that each LEO satellite covers a ground area regardless of the number of end users or terminals operating in the same area. The satellite solution to the communication problem, both in terms of reach and quality, is lacking when we talk about optimization in QoS aspects. (latency and throughput The questions our project deals with are What are the requirements for the QoS? What QoS can we provide with efficient routing in the given constellation? How to maximize the number of users for a specific region and QoS? How many satellites will suffice for the desired QoS in the given constellation? In addition to the geographical difficulties of routing, there is a delay time problem and therefore the processing time of the routing algorithm has a great impact. The problem the project will deal with is traffic routing for a satellite network based on LEO satellites, considering various service metrics.
Gokuld102 / AI Traffic Signal OptimizationAI-based smart traffic signal optimization using YOLO, OpenCV, and Machine Learning
OluwoleOyetoke / Computer Vision Using TensorFlowLiteOn this project, AlexNet Convolution Neural Network is trained using traffic sign images from the German Road Traffic Sign Benchmark. The initially trained network is then quantized and optimized for deployment on mobile devices using TensorFlow Lite
Naveennaveentamil / AI Traffic Signal OptimizationNo description available
vrdmr / CS273a Introduction To Machine LearningIntroduction to machine learning and data mining How can a machine learn from experience, to become better at a given task? How can we automatically extract knowledge or make sense of massive quantities of data? These are the fundamental questions of machine learning. Machine learning and data mining algorithms use techniques from statistics, optimization, and computer science to create automated systems which can sift through large volumes of data at high speed to make predictions or decisions without human intervention. Machine learning as a field is now incredibly pervasive, with applications from the web (search, advertisements, and suggestions) to national security, from analyzing biochemical interactions to traffic and emissions to astrophysics. Perhaps most famously, the $1M Netflix prize stirred up interest in learning algorithms in professionals, students, and hobbyists alike. This class will familiarize you with a broad cross-section of models and algorithms for machine learning, and prepare you for research or industry application of machine learning techniques. Background We will assume basic familiarity with the concepts of probability and linear algebra. Some programming will be required; we will primarily use Matlab, but no prior experience with Matlab will be assumed. (Most or all code should be Octave compatible, so you may use Octave if you prefer.) Textbook and Reading There is no required textbook for the class. However, useful books on the subject for supplementary reading include Murphy's "Machine Learning: A Probabilistic Perspective", Duda, Hart & Stork, "Pattern Classification", and Hastie, Tibshirani, and Friedman, "The Elements of Statistical Learning".
aadi1011 / Traffic Light Optimization With Reinforcement LearningOptimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficiently.
devrabiul / Laravel Seo ManagerLaravel SEO Manager is a powerful SEO tool for Laravel apps that improves rankings by adding essential meta tags, structured data (JSON-LD), and social media optimization (OpenGraph, Twitter Cards), boosting organic traffic and click-through rates.
up9inc / BasenineSchema-free, document-oriented streaming database that optimized for monitoring network traffic in real-time
Beckybams / Optimized Electric Vehicle Charging Station PlacementOptimized Electric Vehicle Charging Station Placement uses AI and data analytics to determine the best locations for EV charging stations. It considers factors like traffic flow, population density, and energy availability to minimize costs, reduce congestion, and ensure accessibility
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Mingtzge / MiVeCC With DRLThis is a Multi-intersection Vehicular Cooperative Control (MiVeCC) scheme to enable cooperation among vehicles in a 3*3 unsignalized intersections. we proposed a algorithm combined heuristic-rule and two-stage deep reinforcement learning. The heuristic-rule achieves vehicles across the intersections without collisions. Based on the heuristic-rule, DDPG is used to optimize the collaborative control of vehicles and improve the traffic efficiency. Simulation results show that the proposed algorithm can improve travel efficiency at multiple intersections by up to 4.59 times without collision compared with existing methods.
math-silva / YOLO Parking SpotIn this project, we compared different YOLO models by training them on drone images from the Unifesp parking lot to detect cars. Our objective was to assess their performance and identify the most effective model for improving traffic flow and optimizing parking space utilization.
