Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this paper, a framework is proposed to predict transportation modes. This framework follows a sequence of five steps: (i) data preparation, where GPS points are grouped in trajectory samples; (ii) point features gen…
☆47Jun 2, 2020Updated 5 years ago
Alternatives and similar repositories for Predicting-Transportation-Modes-of-GPS-Trajectories
Users that are interested in Predicting-Transportation-Modes-of-GPS-Trajectories are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆48Dec 8, 2019Updated 6 years ago
- GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data☆28Oct 22, 2020Updated 5 years ago
- ☆47Aug 2, 2022Updated 3 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆106Oct 24, 2018Updated 7 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Artificial Intelligence in Transportation☆17Jun 6, 2020Updated 5 years ago
- Python modules for typical travel demand modeling calculations☆36Apr 30, 2022Updated 3 years ago
- ☆136Aug 1, 2017Updated 8 years ago
- [SC2023] POMELO: Fine-grained Population Mapping from Coarse Census Counts and Open Geodata☆13Aug 5, 2024Updated last year
- code for "Trajectory clustering via deep representation learning"☆198Oct 25, 2017Updated 8 years ago
- The rtcm_msgs package contains messages related to data in the RTCM format.☆12Nov 2, 2022Updated 3 years ago
- [CVPR 2026]☆52Apr 12, 2026Updated last week
- ☆17Sep 11, 2017Updated 8 years ago
- Filter to transform GPS coordinates of vehicles into reconstructed trajectories☆22Jun 1, 2017Updated 8 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.
- Source code of WSiP model☆11Aug 14, 2022Updated 3 years ago
- ☆15Oct 16, 2024Updated last year
- ☆12Dec 18, 2020Updated 5 years ago
- Clustering of Taxi Trajectories☆11Aug 23, 2018Updated 7 years ago
- 基于GPS轨迹和神经网络(DNN,RNN)的出行方式推测☆18Jul 20, 2018Updated 7 years ago
- The official implementation of "SVG-Net: An SVG-based Trajectory Prediction Model"☆17Apr 8, 2022Updated 4 years ago
- UrbanSim implementation for the San Francisco Bay Area☆17Feb 23, 2024Updated 2 years ago
- Pytorch Implementation of DeepLGR, ECML-PKDD-20☆10Jul 29, 2020Updated 5 years ago
- System papers for connected and autonomous vehicle research☆14Apr 14, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆10Apr 6, 2018Updated 8 years ago
- Taxi Trajectory Prediction☆15Sep 6, 2017Updated 8 years ago
- ST-SiameseNet (KDD'20)☆22Dec 16, 2020Updated 5 years ago
- Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆71Oct 15, 2020Updated 5 years ago
- Inverse Stochastic User Equilibrium with LOGIT assignment☆15Feb 22, 2024Updated 2 years ago
- ☆11Jul 8, 2022Updated 3 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆113Nov 11, 2015Updated 10 years ago
- end to end satellite selection with deep CNN☆11Jul 28, 2018Updated 7 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆181Feb 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Mar 4, 2022Updated 4 years ago
- A simple method of vehicle counting and speed prediction☆13Jun 14, 2020Updated 5 years ago
- Trajectory estimation of vehicles in crowded and crossroad scenarios☆10Mar 17, 2021Updated 5 years ago
- My research work on developing scalable techniques for trajectory outlier detection☆15Nov 19, 2020Updated 5 years ago
- Inverse Variational Inequalities along with optimization problems arising in Traffic networks☆28Aug 26, 2018Updated 7 years ago
- This repo contains the code for paper "nuCarla: A nuScenes-Style Bird’s-Eye View Perception Dataset for CARLA Simulation"☆49Jan 2, 2026Updated 3 months ago
- ☆13Feb 23, 2021Updated 5 years ago