An-Yuhang-ace / MultiShipPrediction
PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
☆59Updated 3 years ago
Alternatives and similar repositories for MultiShipPrediction:
Users that are interested in MultiShipPrediction are comparing it to the libraries listed below
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆106Updated 4 years ago
- ☆12Updated 2 years ago
- ☆31Updated 4 years ago
- 时空数据的轨迹预测☆46Updated 3 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆17Updated 3 years ago
- Human trajectory estimation using attention-based transformer networks☆15Updated 2 years ago
- ☆19Updated 3 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆14Updated 7 months ago
- LSTM based Vehicle Trajectory Prediction☆205Updated 5 years ago
- Using LSTM to predict the path of the driverless vehicle☆81Updated 3 years ago
- ☆33Updated 4 years ago
- 利用transformer进行船舶轨迹预测。☆38Updated 2 years ago
- Vehicle Trajectory Prediction with Deep Learning Models☆151Updated 4 months ago
- A lightweight LSTM recurrent neural network for vehicle trajectory prediction☆13Updated 3 years ago
- A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.☆50Updated 3 years ago
- A vehicle trajectory prediction combined with vehicle behavior recognition,and propose an acceleration trajectory optimization algorithm…☆36Updated 4 years ago
- ☆30Updated 3 years ago
- ☆36Updated 6 years ago
- Predict vehicle behavior trajectory based on NGSIM☆20Updated 3 years ago
- Baseline Kalman models for trajectory predictions. One is constant velocity LSTM☆104Updated 3 years ago
- 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
- ☆10Updated 3 years ago
- GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction☆20Updated 5 years ago
- 利用transformer进行船舶轨迹预测。☆60Updated 2 years ago
- This repo contains the code for our paper entitled "Multi-Agent Trajectory Prediction with Heterogeneous Edge-Enhanced Graph Attention Ne…☆72Updated 2 years ago
- Model for SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph C…☆12Updated 5 years ago
- 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
- Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering☆20Updated 3 years ago
- ☆15Updated 3 years ago
- ☆33Updated 4 years ago