Alternatives and similar repositories for vessel-trajectory-prediction

Users that are interested in vessel-trajectory-prediction are comparing it to the libraries listed below

• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆59Updated 3 years ago
• gotu0000 / Apollo
  Codebase for vessel trajectory prediction using historical AIS data
  ☆17Updated 3 years ago
• RobJur / rnn-vessels-trajectory-prediction
  RNN Application of Coordinate Systems for Vesssel Trajectory prediction
  ☆14Updated 7 months ago
• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆12Updated 2 years ago
• sansastra / Trajectory-Prediction
  A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
  ☆51Updated 3 years ago
• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆106Updated 4 years ago
• whubaichuan / Vessel_Trajectory_Prediction
  ☆31Updated 4 years ago
• Salyoneyu / LSTM_trajectory-prediction
  时空数据的轨迹预测
  ☆47Updated 3 years ago
• liuyinglxl / TrajectoryPrediction
  ☆36Updated 6 years ago
• qcl-0218 / Physics-informed-Transformer-IDM
  The implementation of the paper "A Physics-Informed Transformer Model for Vehicle Trajectory Prediction on Highways". The paper is now un…
  ☆12Updated 2 years ago
• jmercat / KalmanBaseline
  Baseline Kalman models for trajectory predictions. One is constant velocity LSTM
  ☆104Updated 3 years ago
• sansastra / uncertainty_edl_graph
  Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering
  ☆20Updated 3 years ago
• adilce009 / LSTM-encoder_decoder-for-trajectory-prediction
  ☆19Updated 3 years ago
• leilin-research / VTP
  Vehicle Trajectory Prediction with Deep Learning Models
  ☆151Updated 4 months ago
• Xiaoyu006 / SATP-with-GNN
  ☆30Updated 3 years ago
• coolsunxu / Scale_Net
  Model for SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph C…
  ☆12Updated 5 years ago
• nikpau / pytsa
  PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.
  ☆12Updated 3 months ago
• StigTerrebonne / AIS-LSTM
  LSTM Keras Neural Network to predict ship location using Danish AIS data
  ☆46Updated 6 years ago
• XingruiWang / Two-Stage-Gan-in-trajectory-generation
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
  ☆44Updated 2 years ago
• BITcsy / AISTransformer
  利用transformer进行船舶轨迹预测。
  ☆38Updated 2 years ago
• TommyGong08 / LSTM_Trajectory_Prediction
  Using LSTM to predict the path of the driverless vehicle
  ☆81Updated 3 years ago
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆140Updated last year
• RayneSun / VTPLSTM
  Inspired by the performence of Social LSTM. I created a model that could predict vehicle's trajectory in 5s. The model uses LSTM as cente…
  ☆34Updated 4 years ago
• simple316 / MSTFormer
  ☆24Updated 2 months ago
• Gengmaosi / PIT-IDM
  ☆13Updated 2 months ago
• marthadais / TrajectoriesCompressionAnalysis
  The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …
  ☆11Updated 2 years ago
• DengyuanWang / LSTM-for-Trajectory-Prediction
  LSTM based Vehicle Trajectory Prediction
  ☆205Updated 5 years ago
• m-hasan-n / pooling
  "Pooling Toolbox" is the code of our work "Maneuver-Aware Pooling for Vehicle Trajectory Prediction".
  ☆56Updated 3 years ago
• dotah88 / Vehicle-Trajectory-Prediction-on-NGSIM
  ☆187Updated 6 years ago
• cxl-ustb / AISTransforemr
  利用transformer进行船舶轨迹预测。
  ☆60Updated 2 years ago