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:
- 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.☆79Feb 25, 2022Updated 4 years ago
- ☆37May 2, 2021Updated 5 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.
- Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vess…☆36Jun 13, 2021Updated 5 years ago
- 时空数据的轨迹 预测☆50Aug 31, 2021Updated 4 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆17Oct 5, 2024Updated last year
- Distances between ports (PUB151) in JSON format☆42Mar 29, 2021Updated 5 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆168Dec 22, 2023Updated 2 years ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆203Sep 12, 2023Updated 2 years ago
- 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 2 years ago
- ☆34Mar 12, 2025Updated last year
- trajectory prediction by LSTM☆16Aug 27, 2020Updated 5 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.
- [RA-L21] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM☆32Jan 6, 2022Updated 4 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
- LSTM based Vehicle Trajectory Prediction☆237Jul 26, 2019Updated 6 years ago
- Master degree thesis☆13Sep 26, 2016Updated 9 years ago
- GPS Data Prediction Using Keras RNN LSTM Time Series GPS data and Movement of vehicle☆20Oct 25, 2019Updated 6 years ago
- Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment☆60Jan 14, 2021Updated 5 years ago
- Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…☆23Jan 26, 2024Updated 2 years ago
- Human trajectory estimation using attention-based transformer networks☆19Dec 27, 2022Updated 3 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.
- [CVPR 2026]☆86May 20, 2026Updated last month
- 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
- Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning☆22Jan 9, 2020Updated 6 years ago
- An LSTM based GAN for Human motion synthesis☆10Feb 11, 2019Updated 7 years ago
- 航迹检测☆21Jun 7, 2018Updated 8 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
- A re-implementation of T-GNN, a framework for pedestrian trajectory prediction that addresses the performance decrease caused by distribu…☆15Jul 4, 2023Updated 3 years ago
- Open source simulator for maritime robotics researchers☆168Jan 16, 2024Updated 2 years ago
- Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.☆51Oct 3, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The implementations of Graph Convolutional Neural Network models☆12Aug 8, 2020Updated 5 years ago
- Detecting stops in birds migrations tracks in Europe. Movingpandas and KeplerGL☆10Nov 29, 2021Updated 4 years ago
- This repository is for studying a trajectory prediction using Kalman filter and deep learning models.☆49Sep 29, 2022Updated 3 years ago
- utilize LSTM and information from digital map to predict the trajectory of vehicles at an intersection☆25Apr 18, 2021Updated 5 years ago
- ☆22Oct 16, 2023Updated 2 years ago
- Real-time aircraft localization prediction based on crowdsourced air traffic control communication data (ADS-B)☆40May 10, 2021Updated 5 years ago
- ☆34Feb 18, 2020Updated 6 years ago