sebasutp / trajectory_forcastingLinks
A method for time series forecasting using a deep conditional generative model based in variational auto-encoders
☆51Updated 3 years ago
Alternatives and similar repositories for trajectory_forcasting
Users that are interested in trajectory_forcasting are comparing it to the libraries listed below
Sorting:
- PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"☆91Updated 4 months ago
 - Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic an…☆140Updated 4 years ago
 - ☆50Updated 3 years ago
 - Dataset Preparation for TrajNet++☆31Updated 3 years ago
 - Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)☆127Updated 5 years ago
 - Official repository for paper "Likelihood-Based Diverse Sampling for Trajectory Forecasting" (ICCV 2021)☆22Updated 4 years ago
 - The official repository for the CVPR 2019 paper "Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for…☆49Updated 4 years ago
 - [RA-L21] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM☆32Updated 3 years ago
 - Reimplementation (currently partial) of Deep Imitative Models paper, ICLR '20☆73Updated 2 years ago
 - Exploring Dynamic Context for Multi-path Trajectory Prediction☆25Updated 4 years ago
 - Contains the code for "Generative Modeling of Multimodal Multi-Human Behavior" by Boris Ivanovic, Edward Schmerling, Karen Leung, and Mar…☆16Updated 6 years ago
 - Data for TrajNet++ Challenge☆33Updated 4 years ago
 - ☆41Updated 7 years ago
 - Tools for TrajNet++☆49Updated 5 years ago
 - Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops☆38Updated 3 years ago
 - [ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective☆288Updated 2 years ago
 - Data and Code for "Scene-LSTM: A model for human trajectory prediction" (ISVC 2019)☆71Updated 5 years ago
 - Show Visualization Result of Social GAN☆60Updated 6 years ago
 - [ICCV] Social NCE: Contrastive Learning of Socially-aware Motion Representations☆164Updated 3 years ago
 - Multi-agent Trajectory Prediction with Fuzzy Query Attention☆42Updated 5 years ago
 - PyTorch implementation of Generating Multi-Agent Trajectories using Programmatic Weak Supervision☆61Updated 4 years ago
 - A PyTorch-based deep inverse reinforcement learning pipeline for vehicle motion forecasting☆83Updated 6 years ago
 - The visualization of annotation files for different pedestrian datasets.☆39Updated 7 years ago
 - CIDNN: Encoding Crowd Interaction with Deep Neural Network☆74Updated 7 years ago
 - Official implementation of "Regularizing neural networks for future trajectory prediction via IRL framework" published in IET CV☆36Updated 3 years ago
 - States Refinement LSTM☆125Updated 3 years ago
 - ICCV2021 Expert-Goal Trajectory Prediction☆29Updated 3 years ago
 - Human Trajectory Prediction in Socially Interacting Crowds Using a CNN-based Architecture☆27Updated 6 years ago
 - DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents☆79Updated 7 years ago
 - The pytorch code for ICRA2020 paper 'CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios'☆19Updated 5 years ago