A system and method for the prediction of vehicle traffic congestion on a given roadway within a region. In particular, the computer implemented method of the present disclosure utilize real time traffic images from traffic cameras for the input of data and utilizes computer processing and machine learning to model a predictive level of congesti…
☆50Dec 11, 2022Updated 3 years ago
Alternatives and similar repositories for Smart-Traffic
Users that are interested in Smart-Traffic are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Proposed Proof of Concept to solve Traffic Congestion and Prediction Problem for Smart Cities by using LSTM(for future prediction) + CNN(…☆18Jan 4, 2023Updated 3 years ago
- Predicting Real Time traffic using Machine learning algorithms - Intelligent transport systems project☆11Jan 30, 2019Updated 7 years ago
- This project aims to recognize and track escooters through the traffic intersection and find their trajectories, time of passing and spee…☆19Mar 17, 2023Updated 3 years ago
- Highway Tollgates Traffic Flow Prediction☆10May 31, 2017Updated 8 years ago
- Python implementation of a simple vehicle trajectories extractor from traffic cameras.☆79Mar 24, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- CV and Deep Learning methods to analyze the data from Traffic Camera☆13Sep 29, 2018Updated 7 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆25Jun 23, 2020Updated 5 years ago
- Mobile robot data were analyzed with Apache-Spark to extract five different statistical result such as travel time, waiting time, average…☆15Apr 5, 2022Updated 4 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆103Dec 19, 2018Updated 7 years ago
- AI Starter Kit for traffic camera object detection using Intel® Extension for Pytorch☆18May 8, 2024Updated last year
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆26Sep 29, 2022Updated 3 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Apr 29, 2022Updated 4 years ago
- This is repository contains project about traffic light management system based on machine learning☆54May 25, 2021Updated 4 years ago
- Self-supervised multi-vehicle trajectory prediction with GNN (TransformerConv).☆14Aug 21, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆17Jan 20, 2022Updated 4 years ago
- Trajectory extraction from traffic surveillance videos☆13Feb 16, 2021Updated 5 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22May 18, 2021Updated 4 years ago
- An Image Processing and Computer Vision based traffic rules violation detection system from CCTV camera footage (including GUI App).☆69Apr 16, 2023Updated 3 years ago
- Fast MOT base on yolo+deepsort, support yolo3 and yolo4☆56Dec 3, 2020Updated 5 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Sep 28, 2024Updated last year
- Final design project for my engineering degree☆16Jan 7, 2020Updated 6 years ago
- A lightweight LSTM recurrent neural network for vehicle trajectory prediction☆19Apr 7, 2022Updated 4 years ago
- ☆26Feb 9, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Prediction of travel time has major concern in the research domain of Intel- ligent Transportation Systems (ITS). Clustering strategy can…☆11May 31, 2018Updated 7 years ago
- In this project, urban traffic videos are collected from the middle section of Xi 'an South Second Ring Road with a large traffic flow, a…☆112Jun 29, 2021Updated 4 years ago
- A Python Package for Tree Instance Segmentation in 3D Point Clouds.☆24Apr 19, 2026Updated last week
- Fully coded with Google Colab.☆27May 3, 2021Updated 4 years ago
- Machine learning to predict future number Covid19 Daily Cases (7-day moving average). Long Short Term Memory (LSTM) Predictor and Reinfor…☆14Feb 21, 2021Updated 5 years ago
- ☆10Nov 25, 2022Updated 3 years ago
- This repository contains a YoloV4/Darknet based image classifier coded to run onboard the Nvidia Jetson Nano platform at approximately 10…☆14Aug 17, 2021Updated 4 years ago
- Light-weight real-time multi-object detection and tracking in Nvidia TX2☆10May 10, 2019Updated 6 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Jan 26, 2026Updated 3 months ago
- There are two videos of a fixed traffic camera facing to both sides of the road. Some physical measurements are also provided in the samp…☆11Feb 14, 2021Updated 5 years ago
- Main repo for the running/training on the dataset presented in 'High-fidelity Wheat Plant Reconstruction using 3D Gaussian Splatting and …☆17Jul 10, 2025Updated 9 months ago
- Auto generated blog posts of papers in the field of AI powered by "Paper Reviewer" project.☆17Apr 28, 2025Updated last year
- Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)☆75Oct 17, 2019Updated 6 years ago
- Collection of shortest path algorithms (Dijkstra, A*, Bellman-Ford, All pair SP, DFS, BFS, and own) that converge to the most cost-effecti…☆10May 5, 2019Updated 6 years ago
- Wildfire Detection enabled camera using the NVIDIA Jetson TX2☆16Jun 6, 2021Updated 4 years ago