Alternatives and similar repositories for AISclassification

Users that are interested in AISclassification are comparing it to the libraries listed below

• KristofferOlesen / Datasets-of-AIS-Trajectories-from-Danish-Waters
  Public filtered data sets of AIS Trajectories from Danish Waters. Data sets vary in ROI size, time period, included ship types ect. Some …
  ☆11Updated 2 years ago
• rechardchen123 / Ship_movement_classification_from_AIS
  This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.
  ☆41Updated 5 years ago
• nikpau / pytsa
  PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.
  ☆14Updated 8 months ago
• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆113Updated 4 years ago
• elifyilmaz2027 / traffic_flow_forecasting_methods
  The repository gives case studies on short-term traffic flow forecasting strategies within the scope of my master thesis.
  ☆10Updated 2 years ago
• DanielAmigo / trajectory-based-ship-classification
  ☆30Updated 5 years ago
• ABDULSABOOR1995 / Vessel-s-Anomaly-Behaviour-Detection
  Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…
  ☆23Updated 5 years ago
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆162Updated 2 years ago
• StigTerrebonne / AIS-LSTM
  LSTM Keras Neural Network to predict ship location using Danish AIS data
  ☆49Updated 7 years ago
• hub5 / LFAConvLSTM
  ☆15Updated 3 years ago
• sansastra / uncertainty_edl_graph
  Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering
  ☆23Updated 4 years ago
• marthadais / TrajectoriesCompressionAnalysis
  The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …
  ☆13Updated 2 years ago
• cxl-ustb / AISTransforemr
  利用transformer进行船舶轨迹预测。
  ☆65Updated 2 years ago
• lsadouk / traffic_flow_code
  short term traffic forecasting using deep learning architectures
  ☆21Updated 2 years ago
• lzz970818 / Trajectory-Prediction
  ☆14Updated 4 years ago
• sansastra / Trajectory-Prediction
  A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
  ☆51Updated 4 years ago
• vighnesh-21 / Traffic-Forecasting-using-Graph-Convolution-LSTM-model
  Traffic Forecasting using Graph Convolution + LSTM model is a ML model developed during the learning process of GCN. The primary soorce o…
  ☆26Updated 4 years ago
• MMH1997 / CNN-BiLSTM-network
  CNN-Bidirectional LSTM network to forecast long term traffic flow in Madrid.
  ☆27Updated 2 years ago
• xinychen / autoregressive-tensor
  Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
  ☆12Updated last year
• HduDBSI / DSTGCN
  Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting
  ☆15Updated 2 years ago
• luokn / matgcn
  Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting
  ☆17Updated 3 years ago
• coordinated-systems-lab / VesselIntentModeling
  ☆13Updated 9 months ago
• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆12Updated 2 years ago
• rbhatia46 / Spatio-Temporal-DBSCAN
  Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…
  ☆36Updated 5 years ago
• julzerinos / python-fuzzy-cognitve-maps
  Using fuzzy cognitive maps for multivariate data forecasting in Python 3.8.
  ☆22Updated 4 years ago
• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆64Updated 3 years ago
• CIA-Oceanix / GeoTrackNet
  A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
  ☆147Updated last year
• yyb1995 / dbn_traffic_prediction_pytorch
  A Deep Belief Network for predicting time series in Pytorch.
  ☆19Updated 6 years ago
• andimultazam / vessel-trajectory-prediction
  ☆37Updated 5 years ago
• ashishpatel26 / PSO-TF2
  PSO On neural Network and LSTM
  ☆19Updated 4 years ago