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.
☆101Updated 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
- SS-LSTM model for pedestrian trajectory prediction☆91Updated 6 years ago
- Social LSTM using PyTorch for Vehicle Data☆123Updated 4 years ago
- States Refinement LSTM☆120Updated 2 years ago
- Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆69Updated 4 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☆118Updated 2 years ago
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆207Updated 4 years ago
- Architecture Details for CVPR 19 paper: Multi-Agent Tensor Fusion for Contextual Trajectory Prediction☆57Updated 5 years ago
- Baseline Kalman models for trajectory predictions. One is constant velocity LSTM☆104Updated 3 years ago
- CIDNN: Encoding Crowd Interaction with Deep Neural Network☆74Updated 6 years ago
- UCY and ETH dataset☆41Updated 3 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…☆204Updated 5 years ago
- Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)☆123Updated 5 years ago
- ☆183Updated 6 years ago
- ☆32Updated 3 years ago
- Show Visualization Result of Social GAN☆58Updated 6 years ago
- Experiments with Social-GAN☆18Updated last year
- Implementation of Recurrent Neural Networks for future trajectory prediction of pedestrians.☆45Updated last year
- Recurrent Array for Driver Intention Prediciton (RADIP) Code to accompany paper: Naturalistic Driver Intention and Path Prediction usin…☆27Updated 6 years ago
- The visualization of annotation files for different pedestrian datasets.☆37Updated 7 years ago
- Tensorflow implementation of the Social LSTM model☆120Updated 8 years ago
- The code for Bi-directional Trajectory Prediction (BiTraP).☆84Updated last year
- PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction☆143Updated 2 years ago
- Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2…☆348Updated 5 years ago
- Vehicle Trajectory Prediction with Deep Learning Models☆146Updated 2 months ago
- 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…☆58Updated 5 years ago
- lane change trajectories extracted from NGSIM☆166Updated 6 years ago
- [ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective☆261Updated last year
- ☆167Updated 4 years ago
- LSTM based Vehicle Trajectory Prediction☆199Updated 5 years ago