lzz970818 / Trajectory-Prediction

Related projects: ⓘ

• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆44Updated 2 years ago
• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆81Updated 3 years ago
• marthadais / TrajectoriesCompressionAnalysis
  The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …
  ☆10Updated last year
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆59Updated 3 years ago
• andimultazam / vessel-trajectory-prediction
  ☆27Updated 3 years ago
• coolsunxu / GraphTCN
  GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction
  ☆19Updated 4 years ago
• Salyoneyu / LSTM_trajectory-prediction
  时空数据的轨迹预测
  ☆38Updated 3 years ago
• whubaichuan / Vessel_Trajectory_Prediction
  ☆22Updated 3 years ago
• pengzhangzhi / spatial-temporal-transformer
  traffic flow prediction
  ☆21Updated 2 years ago
• XingruiWang / Two-Stage-Gan-in-trajectory-generation
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
  ☆37Updated 2 years ago
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆96Updated last year
• liuyinglxl / TrajectoryPrediction
  ☆35Updated 5 years ago
• Yasoz / DiffTraj
  The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
  ☆45Updated last month
• lonicera-yx / MGT
  ☆36Updated 2 years ago
• xumingxingsjtu / STTN
  The official code for "Spatial temporal transformer networks for traffic flow forecasting"
  ☆85Updated 2 years ago
• hub5 / LFAConvLSTM
  ☆12Updated last year
• BruceBinBoxing / ST-ResNet-Pytorch
  Code snippets of ST-ResNet by PyTorch
  ☆59Updated 4 years ago
• YukaiDing / STA-LSTM
  Spatio-temporal attention LSTM model for Spatio-temporal series problems
  ☆31Updated 3 years ago
• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆11Updated last year
• sansastra / Trajectory-Prediction
  A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
  ☆45Updated 3 years ago
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆134Updated 10 months ago
• sharonrichushaji / trajectory-prediction-transformers
  Human trajectory estimation using attention-based transformer networks
  ☆14Updated last year
• marthadais / AISclassification
  A geometric-driven semi-supervised approach for fishing activity detection from AIS data.
  ☆12Updated 2 years ago
• Curb-GAN / Curb-GAN
  The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
  ☆31Updated 4 years ago
• gotu0000 / Apollo
  Codebase for vessel trajectory prediction using historical AIS data
  ☆14Updated 2 years ago
• slzhou-xy / GRLSTM
  ☆16Updated 3 months ago
• Echohhhhhh / GSNet
  AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
  ☆27Updated last year
• bilzinet / Traffic-state-reconstruction-using-Deep-CNN
  We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…
  ☆21Updated 4 years ago
• mzy94 / JCLRNT
  Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory
  ☆23Updated 2 weeks ago
• LIWEIDENG0830 / CL-TSim
  This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".
  ☆11Updated 3 years ago