simple316 / MSTFormer
☆22Updated 2 months ago
Alternatives and similar repositories for MSTFormer:
Users that are interested in MSTFormer are comparing it to the libraries listed below
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆96Updated 3 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆57Updated 2 years ago
- ☆30Updated 3 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆14Updated 4 months ago
- 时空数据的轨迹预测☆44Updated 3 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆16Updated 3 years ago
- ☆11Updated last year
- ☆12Updated last year
- Using to predict the highway traffic speed☆31Updated 10 months ago
- ☆32Updated 4 years ago
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆24Updated 8 months ago
- 利用transformer进行船舶轨迹预测。☆34Updated last year
- ☆36Updated 6 years ago
- trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测☆14Updated last year
- 利用transformer进行船舶轨迹预测。☆53Updated last year
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- ☆19Updated 3 years ago
- Model for SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph C…☆12Updated 4 years ago
- The implementation of the paper "A Physics-Informed Transformer Model for Vehicle Trajectory Prediction on Highways". The paper is now un…☆10Updated 2 years ago
- Vehicle Trajectory Prediction with Deep Learning Models☆145Updated last month
- using vehicle's trajectory data to analysis the driver's driving behaviors, then to predict the car accident rate☆21Updated 5 years ago
- Using LSTM to predict the path of the driverless vehicle☆75Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- STIGCN: Spatial-Temporal Interaction-aware Graph Convolution Network for Pedestrian Trajectory Prediction☆21Updated last month
- LSTM based Vehicle Trajectory Prediction☆190Updated 5 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆168Updated 2 months ago
- 软件研23-1+敖衔洋+472321723 本项目对 AIS 数据进行预处理及分析☆19Updated 7 months ago
- ☆38Updated 2 years ago
- ☆20Updated last year
- A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction☆14Updated 2 years ago