Inferring transportation modes from GPS trajectories using a Convolutional Neural Network
☆50Dec 8, 2019Updated 6 years ago
Alternatives and similar repositories for Transport-Mode-GPS-CNN
Users that are interested in Transport-Mode-GPS-CNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆49Aug 2, 2022Updated 4 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆47Jun 2, 2020Updated 6 years ago
- GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data☆30Oct 22, 2020Updated 5 years ago
- 基于GPS轨迹和神经网络（DNN,RNN）的出行方式推测☆18Jul 20, 2018Updated 8 years ago
- This project aims at the big data challenges for predicting bus arrival time using GPS datasets.☆13Mar 1, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 7 years ago
- The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A dif…☆19Oct 30, 2019Updated 6 years ago
- This repository contains all the code and data used in our article titled “Estimating international trade status of countries from global…☆10Jul 6, 2023Updated 3 years ago
- This is a re-implementation and test on paper Deep Kalman Filter: https://arxiv.org/pdf/1511.05121.pdf☆20Dec 15, 2019Updated 6 years ago
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆19Jan 30, 2024Updated 2 years ago
- ☆16Jan 12, 2023Updated 3 years ago
- Official GE-GAN implementation for road traffic state estimation using graph embedding and WGAN; includes PeMS/Seattle data and a reprodu…☆21Jul 29, 2026Updated 2 months ago
- Algorithm for stop and trip classification of raw GPS data; transforms a list of position records into intervals of dwelling and transit.☆14Nov 6, 2022Updated 3 years ago
- ☆11May 7, 2015Updated 11 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Using NuPIC as part of my PhD work.☆12Sep 23, 2021Updated 5 years ago
- Traffic model: network, demand and agent-based simulation for San Francisco or other cities.☆43Nov 25, 2019Updated 6 years ago
- In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Succes…☆38Jan 13, 2019Updated 7 years ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆15Dec 4, 2024Updated last year
- ArcGIS tool to convert any features (e.g., lines) into an edge list☆12Jul 17, 2020Updated 6 years ago
- minimilist traffic simulations using OpenStreetMap and OSMnx☆88Jun 18, 2024Updated 2 years ago
- RoadRunner: improving the precision of road network inference from GPS trajectories☆34Nov 30, 2020Updated 5 years ago
- Final Year Project in SEU, 2021.06☆16Aug 23, 2021Updated 5 years ago
- This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Eng…☆13Jan 31, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GPS&BD2卫星导航系统模拟信号源☆11Aug 6, 2015Updated 11 years ago
- GPS Logging code for use with Raspberry Pi☆17Jan 9, 2017Updated 9 years ago
- Pytorch implementation of structural recurrent neural network (SRNN) for traffic speed prediction☆10Sep 27, 2026Updated last week
- Using reinforcement learning to find the shortest paths.☆27Jun 5, 2019Updated 7 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆23Apr 15, 2023Updated 3 years ago
- ☆135Aug 1, 2017Updated 9 years ago
- Map matcher based on hmm solved with viterbi algorithm☆11Oct 7, 2018Updated 8 years ago
- Tensorflow implementation of Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models☆12Mar 18, 2020Updated 6 years ago
- Computational graph-based discrete choice models☆13Mar 17, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Extract stay points from a GPS log file☆21Sep 18, 2020Updated 6 years ago
- The assignment of a transportation course for my first year as a graduate student, solved the bilevel programming problem using GA algori…☆25Mar 18, 2022Updated 4 years ago
- A Labelme to Data Augmentation to Mask R-CNN or YOLO v3 pipeline for small dataset.☆16May 1, 2019Updated 7 years ago
- A Software-defined Sensor Architecture for Large-scale Wideband Spectrum Monitoring☆13Feb 23, 2015Updated 11 years ago
- code for "Trajectory clustering via deep representation learning"☆200Oct 25, 2017Updated 8 years ago
- 模拟一个路上的交通场景，利用智能小车能够对前方的路标进行识别并进行相应的反应。主要需要识别的路标有左转，右转，限速，停车，掉头，环岛，注意行人。☆15Apr 7, 2018Updated 8 years ago
- ☆13Mar 19, 2021Updated 5 years ago