BITcsy / AISTransformerLinks
利用transformer进行船舶轨迹预测。
☆41Updated 2 years ago
Alternatives and similar repositories for AISTransformer
Users that are interested in AISTransformer are comparing it to the libraries listed below
Sorting:
- LSTM based Vehicle Trajectory Prediction☆226Updated 6 years ago
- Using LSTM to predict the path of the driverless vehicle☆89Updated 4 years ago
- 时空数据的轨迹预测☆51Updated 4 years ago
- Vehicle Trajectory Prediction with Deep Learning Models☆173Updated 10 months ago
- 利用transformer进行船舶轨迹预测。☆67Updated 2 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆66Updated 3 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆114Updated 4 years ago
- ☆33Updated 5 years ago
- tiaoye / Anchor-based-Multi-modal-Transformer-Network-for-Pedestrian-Trajectory-and-Intention-Prediction☆12Updated last year
- 行人行为轨迹预测☆110Updated 6 years ago
- A vehicle trajectory prediction combined with vehicle behavior recognition,and propose an acceleration trajectory optimization algorithm…☆41Updated 4 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…☆36Updated 4 years ago
- STIGCN: Spatial-Temporal Interaction-aware Graph Convolution Network for Pedestrian Trajectory Prediction☆25Updated 8 months ago
- Baseline Kalman models for trajectory predictions. One is constant velocity LSTM☆106Updated 3 years ago
- This repository is for studying a trajectory prediction using Kalman filter and deep learning models.☆48Updated 3 years ago
- Trajectory prediction on the NGSIM dataset.☆57Updated 3 years ago
- Code of our work "Maneuver-based Anchor Trajectory Hypotheses at Roundabouts".☆11Updated 3 years ago
- the code of stdan☆61Updated 3 years ago
- Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.☆48Updated 2 years ago
- utilize LSTM and information from digital map to predict the trajectory of vehicles at an intersection☆24Updated 4 years ago
- Trajectory Prediction by RNN☆12Updated 5 years ago
- A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting☆128Updated 3 years ago
- "Pooling Toolbox" is the code of our work "Maneuver-Aware Pooling for Vehicle Trajectory Prediction".☆60Updated 3 years ago
- smoothing the NGSIM US-101 trajectory dataset using Savitzky-Golay Filter☆137Updated 4 years ago
- ☆154Updated 5 months ago
- ☆22Updated last year
- This repo contains the code for our paper entitled "Multi-Agent Trajectory Prediction with Heterogeneous Edge-Enhanced Graph Attention Ne…☆74Updated 3 years ago
- ☆199Updated 6 years ago
- 这篇文章讨论了实时车辆轨迹预测的问题,特别是在设备运行过程中需要实时处理路线数据的情况下。文章提出使用LSTM模型来预测后续的经纬度点,通过比较预测点和定位点之间的距离来判断定位点的有效性。文章详细介绍了数据导入、特征工程、模型构建、模型评估和保存模型的过程,并提到可以通过…☆13Updated last year
- ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction☆86Updated last year