A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
☆52Aug 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:
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆126Apr 20, 2021Updated 5 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆75Feb 25, 2022Updated 4 years ago
- ☆37May 2, 2021Updated 5 years ago
- 时空数据的轨迹预测☆51Aug 31, 2021Updated 4 years ago
- AI Agents on 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.
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆16Oct 5, 2024Updated last year
- ☆17Jan 17, 2025Updated last year
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆82Mar 2, 2020Updated 6 years ago
- ☆31Jul 20, 2020Updated 5 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆163Dec 22, 2023Updated 2 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆196Sep 12, 2023Updated 2 years ago
- trajectory prediction by LSTM☆16Aug 27, 2020Updated 5 years ago
- A theano-based LSTM-RNN for trajectory prediction.☆11May 16, 2018Updated 7 years ago
- [RA-L21] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM☆32Jan 6, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆19Sep 7, 2024Updated last year
- Package ais provides types and methods for conducting data science on signals generated by maritime entities radiating from an Automated …☆20Jan 2, 2019Updated 7 years ago
- This work allows to train and test 3 different types of LSTM systems for trajectory prediction. The generation of the datasets used for t…☆11Oct 3, 2019Updated 6 years ago
- 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
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Feb 7, 2023Updated 3 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Sep 10, 2015Updated 10 years ago
- 利用transformer进行船舶轨迹预测。☆79May 7, 2023Updated 3 years ago
- Introductory tutorials for trajectory generation.☆26Oct 23, 2023Updated 2 years ago
- AI Agents on 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.
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆53Sep 4, 2018Updated 7 years ago
- Master degree thesis☆13Sep 26, 2016Updated 9 years ago
- Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment☆59Jan 14, 2021Updated 5 years ago
- A generator for synthetic container flows at maritime container terminals with a focus on yard operations☆17Mar 30, 2026Updated last month
- Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…☆22Jan 26, 2024Updated 2 years ago
- An IMO coordinated project developing a generic Maritime Single Window.☆36Oct 8, 2025Updated 6 months ago
- [CVPR 2026]☆62Apr 12, 2026Updated 3 weeks ago
- Human trajectory estimation using attention-based transformer networks☆19Dec 27, 2022Updated 3 years ago
- A lightweight LSTM recurrent neural network for vehicle trajectory prediction☆19Apr 7, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- Guided policy search in Python and ROS Indigo.☆26Feb 12, 2026Updated 2 months ago
- An LSTM based GAN for Human motion synthesis☆10Feb 11, 2019Updated 7 years ago
- 航迹检测☆21Jun 7, 2018Updated 7 years ago
- Lateral Control of Autonomous Vehicles. Designed PID, 𝐻2 and 𝐻∞ controllers and trade offs in design were studied upon for real-time im…☆32Apr 24, 2020Updated 6 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 2 years ago