Oceanland-428 / Pedestrian-Trajectories-Prediction-with-RNN
Used LSTM and GRU for RNN, KNN for linear regression
☆45Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Pedestrian-Trajectories-Prediction-with-RNN
- Modification of the paper "Social LSTM: Human Trajectory Prediction in Crowded Space" with the insertion of a new way to take into accoun…☆100Updated 6 years ago
- SS-LSTM model for pedestrian trajectory prediction☆87Updated 6 years ago
- Pytorch implementation for "TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents"☆109Updated 5 years ago
- A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting☆114Updated 2 years ago
- Social LSTM using PyTorch for Vehicle Data☆120Updated 4 years ago
- ☆105Updated 7 years ago
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆200Updated 4 years ago
- Sorry, I have not time to update/fix on this repository. I cannot recommend to use it.☆37Updated 5 years ago
- States Refinement LSTM☆115Updated 2 years ago
- Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆67Updated 4 years ago
- Human Trajectory Prediction in Socially Interacting Crowds Using a CNN-based Architecture☆27Updated 5 years ago
- Exploring Dynamic Context for Multi-path Trajectory Prediction☆24Updated 3 years ago
- autonomous_driving repo, esp. for car trajectory prediction☆9Updated 6 years ago
- Tensorflow implementation of the Social LSTM model☆117Updated 8 years ago
- Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)☆121Updated 4 years ago
- Show Visualization Result of Social GAN☆57Updated 5 years ago
- Baseline Kalman models for trajectory predictions. One is constant velocity LSTM☆97Updated 2 years ago
- Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. IV, 2019☆24Updated 2 years ago
- Recurrent Array for Driver Intention Prediciton (RADIP) Code to accompany paper: Naturalistic Driver Intention and Path Prediction usin…☆26Updated 6 years 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
- The code & datasets for the paper INFER: INtermediate representations for FuturE pRediction☆53Updated last year
- CIDNN: Encoding Crowd Interaction with Deep Neural Network☆74Updated 6 years ago
- Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859☆73Updated 8 months ago
- ☆36Updated 5 years ago
- Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic an…☆135Updated 3 years ago
- Experiments with Social-GAN☆18Updated last year
- This repository is for studying a trajectory prediction using Kalman filter and deep learning models.☆38Updated 2 years ago
- Provide Guide to Autonomous Vehicle for Pedestrian Crossing Detection☆54Updated 5 years ago
- Code for "What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction", Schöller et al., Robotics and Automation Let…☆56Updated 4 years ago