A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
☆173Dec 22, 2023Updated 2 years ago
Alternatives and similar repositories for GeoTrackNet
Users that are interested in GeoTrackNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆210Sep 12, 2023Updated 3 years ago
- A multi-task model for vessel monitoring using AIS data streams☆87Mar 26, 2020Updated 6 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- 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
- Preprocessing data based on https://marinecadastre.gov/ais/☆34Dec 8, 2022Updated 3 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.
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆54Sep 4, 2018Updated 8 years ago
- A geometric-driven semi-supervised approach for fishing activity detection from AIS data.☆13Aug 24, 2022Updated 4 years ago
- Public repository for the paper Revealing the Global Longline Fleet with SAR.☆17Dec 7, 2022Updated 3 years ago
- ☆17Jan 17, 2025Updated last year
- ☆13Mar 8, 2023Updated 3 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆126Apr 20, 2021Updated 5 years ago
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆42Apr 17, 2020Updated 6 years ago
- ☆38Oct 5, 2020Updated 6 years ago
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆82Mar 2, 2020Updated 6 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.
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Sep 10, 2015Updated 11 years ago
- A Pandas-Based Computational Framework for the Detection of Ship Stop Points in AIS Data☆20Dec 9, 2024Updated last year
- Process automatic identification system (AIS) shipping data for various development purposes☆17Nov 30, 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 5 years ago
- ☆34Mar 12, 2025Updated last year
- This is a ais data process programming.☆11Dec 17, 2018Updated 7 years ago
- An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.☆23Aug 21, 2022Updated 4 years ago
- This repository contains a comprehensive review and methodological analysis of AIS data-driven maritime monitoring based on Transformer m…☆33Jan 7, 2026Updated 9 months ago
- 软件研23-1+敖衔洋 本项目对 AIS 数据进行预处理及分析☆47Jul 4, 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. Zero configuration with optimized deployments.
- Python utilities for research and innovation team☆23Oct 23, 2026Updated last week
- MobiML - a framework for machine learning from movement data☆11Oct 15, 2026Updated 2 weeks ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Feb 7, 2023Updated 3 years ago
- Video/AIS Fusion-Empowered Intelligent Maritime Surveillance in Inland Waterways☆14Jul 11, 2023Updated 3 years ago
- Toolkit for research purposes in AIS. See the website for the paper.☆116Feb 15, 2021Updated 5 years ago
- A sample of automated identification system (AIS) data.☆15Apr 13, 2026Updated 6 months ago
- The Open Source workbench for Maritime Analysis☆27Oct 6, 2026Updated 3 weeks ago
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆24Sep 2, 2026Updated last month
- Public filtered data sets of AIS Trajectories from Danish Waters. Data sets vary in ROI size, time period, included ship types ect. Some …☆15Oct 23, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simulation of a maritime VHF☆19Sep 29, 2021Updated 5 years ago
- Collision detection; Ship domain☆13Sep 19, 2019Updated 7 years ago
- Package ais provides types and methods for conducting data science on signals generated by maritime entities radiating from an Automated …☆21Jan 2, 2019Updated 7 years ago
- AIS visualization from an interactive R and Shiny based web app using Material Design from Google.☆13Sep 13, 2018Updated 8 years ago
- TRACLUS轨迹聚类算法的实现,包括前后端程序☆29May 1, 2023Updated 3 years ago
- Marine and/or river traffic monitoring system based on AIS☆16Mar 28, 2017Updated 9 years ago
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆19Sep 7, 2024Updated 2 years ago