A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
☆51Aug 31, 2021Updated 4 years ago
Alternatives and similar repositories for Trajectory-Prediction
Users that are interested in Trajectory-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆23Jul 27, 2021Updated 4 years ago
- ☆38Oct 5, 2020Updated 5 years ago
- ☆13Mar 8, 2023Updated 3 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆74Feb 25, 2022Updated 4 years ago
- Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vess…☆31Jun 13, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 时空数据的轨迹预测☆51Aug 31, 2021Updated 4 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆16Oct 5, 2024Updated last year
- ☆16Jan 17, 2025Updated last year
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆191Sep 12, 2023Updated 2 years ago
- ☆32Mar 12, 2025Updated last year
- trajectory prediction by LSTM☆16Aug 27, 2020Updated 5 years ago
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆19Sep 7, 2024Updated last year
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Nov 3, 2019Updated 6 years ago
- Package ais provides types and methods for conducting data science on signals generated by maritime entities radiating from an Automated …☆19Jan 2, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- My research work on developing scalable techniques for trajectory outlier detection☆15Nov 19, 2020Updated 5 years ago
- Source code of The Integrated Inter-Terminal Truck Routing Problem with Multi-Port Berth Allocation and Yard Assignments: A Heuristic App…☆13May 28, 2022Updated 3 years ago
- Using LSTM to predict the path of the driverless vehicle☆93Jul 26, 2021Updated 4 years ago
- LSTM based Vehicle Trajectory Prediction☆232Jul 26, 2019Updated 6 years ago
- 利用transformer进行船舶轨迹预测。☆76May 7, 2023Updated 2 years ago
- Introductory tutorials for trajectory generation.☆26Oct 23, 2023Updated 2 years ago
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆52Sep 4, 2018Updated 7 years ago
- A generator for synthetic container flows at maritime container terminals with a focus on yard operations☆17Feb 27, 2026Updated last month
- Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…☆21Jan 26, 2024Updated 2 years 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.
- Human trajectory estimation using attention-based transformer networks☆19Dec 27, 2022Updated 3 years ago
- Lectures, Data, and Exercises for Environmental Data Science at UCSB☆14Dec 8, 2022Updated 3 years ago
- Xilinx Virtual Cable Implementation based on ESP8266☆16Aug 25, 2021Updated 4 years ago
- To avoid Ship collisions especialy in congested waters, AI algorithms were used to estimate trajectory of ship, detect collisions and can…☆11Oct 9, 2021Updated 4 years ago
- An LSTM based GAN for Human motion synthesis☆10Feb 11, 2019Updated 7 years ago
- 航迹检测☆22Jun 7, 2018Updated 7 years ago
- ☆20Jan 17, 2022Updated 4 years ago
- This repository contains our work on a comprehensive investigation on motion prediction for Autonomous Vehicles using the PowerBEV framew…☆11May 5, 2024Updated last year
- Open source simulator for maritime robotics researchers☆161Jan 16, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The implementations of Graph Convolutional Neural Network models☆12Aug 8, 2020Updated 5 years ago
- A python package to calculate the shortest sea route between two points on Earth.☆125Mar 15, 2026Updated last week
- The package allows you to check the similarity between two shapes/curves, using Frechet distance together with Procrustes analysis.☆48Jul 29, 2024Updated last year
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Oct 13, 2022Updated 3 years ago
- utilize LSTM and information from digital map to predict the trajectory of vehicles at an intersection☆25Apr 18, 2021Updated 4 years ago
- Real-time aircraft localization prediction based on crowdsourced air traffic control communication data (ADS-B)☆39May 10, 2021Updated 4 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