SZamboni / Social_lstm_pedestrian_prediction
Modification of the paper "Social LSTM: Human Trajectory Prediction in Crowded Space" with the insertion of a new way to take into account social information and the consideration of the pedestrian goal.
☆102Updated 6 years ago
Alternatives and similar repositories for Social_lstm_pedestrian_prediction:
Users that are interested in Social_lstm_pedestrian_prediction are comparing it to the libraries listed below
- Social LSTM using PyTorch for Vehicle Data☆123Updated 4 years ago
- SS-LSTM model for pedestrian trajectory prediction☆88Updated 6 years ago
- Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆68Updated 4 years ago
- States Refinement LSTM☆119Updated 2 years ago
- Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"☆110Updated 5 years ago
- A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting☆115Updated 2 years ago
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆203Updated 4 years ago
- Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)☆123Updated 4 years ago
- Show Visualization Result of Social GAN☆58Updated 6 years ago
- UCY and ETH dataset☆40Updated 3 years ago
- ☆32Updated 2 years ago
- This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Tra…☆203Updated 5 years ago
- ☆180Updated 5 years ago
- Baseline Kalman models for trajectory predictions. One is constant velocity LSTM☆101Updated 3 years ago
- Experiments with Social-GAN☆18Updated last year
- Recurrent Array for Driver Intention Prediciton (RADIP) Code to accompany paper: Naturalistic Driver Intention and Path Prediction usin…☆27Updated 6 years ago
- Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2…☆346Updated 4 years ago
- Architecture Details for CVPR 19 paper: Multi-Agent Tensor Fusion for Contextual Trajectory Prediction☆57Updated 5 years ago
- The code for Bi-directional Trajectory Prediction (BiTraP).☆82Updated last year
- CIDNN: Encoding Crowd Interaction with Deep Neural Network☆74Updated 6 years ago
- The visualization of annotation files for different pedestrian datasets.☆35Updated 7 years ago
- Tensorflow implementation of the Social LSTM model☆119Updated 8 years ago
- PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction☆141Updated last year
- ☆166Updated 4 years ago
- ☆16Updated 6 years ago
- Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.☆45Updated last year
- In this repository, one can find the code for my master's thesis project. The main goal of the project was to study and improve attention…☆59Updated 5 years ago
- Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. IV, 2019☆24Updated 2 years ago
- Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic an…☆137Updated 4 years ago
- lane change trajectories extracted from NGSIM☆164Updated 6 years ago