Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
☆261Feb 12, 2023Updated 3 years ago
Alternatives and similar repositories for Multiverse
Users that are interested in Multiverse are comparing it to the libraries listed below
Sorting:
- State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.☆406Mar 30, 2022Updated 3 years ago
- Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020☆564Jan 27, 2023Updated 3 years ago
- Code and model for "Peeking into the Future: Predicting Future Person Activities and Locations in Videos", Liang et al, CVPR 2019☆356Mar 24, 2023Updated 2 years ago
- Out-of-the-box code and models for social distancing early forecasting.☆42Apr 6, 2023Updated 2 years ago
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆225Oct 18, 2020Updated 5 years ago
- Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann…☆788Aug 17, 2023Updated 2 years ago
- ☆1,240Jan 31, 2023Updated 3 years ago
- Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction☆50Aug 6, 2022Updated 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…☆208Dec 8, 2019Updated 6 years ago
- [ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"☆423Mar 4, 2024Updated last year
- Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018☆905Nov 24, 2023Updated 2 years ago
- A selection of state-of-the-art research materials on trajectory prediction☆1,660Sep 28, 2024Updated last year
- Human Trajectory Prediction Dataset Benchmark (ACCV 2020)☆544Apr 4, 2024Updated last year
- Code for "Transformer Networks for Trajectory Forecasting"☆415Jul 15, 2021Updated 4 years ago
- DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents☆79Oct 22, 2018Updated 7 years ago
- ICCV2021 Expert-Goal Trajectory Prediction☆29Mar 30, 2022Updated 3 years ago
- The code for Bi-directional Trajectory Prediction (BiTraP).☆90Oct 31, 2023Updated 2 years ago
- Code for "Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans" https://arxiv.org/abs/2001.00735☆122Apr 22, 2022Updated 3 years ago
- ☆50Sep 28, 2022Updated 3 years ago
- ☆75Apr 1, 2021Updated 4 years ago
- Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)☆129Mar 27, 2020Updated 5 years ago
- [ICCV'21] PyTorch implementation of the Social-NCE applied to Trajectron++.☆24Jul 22, 2021Updated 4 years ago
- [ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective☆292Apr 4, 2023Updated 2 years ago
- Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic an…☆141Dec 9, 2020Updated 5 years ago
- [ICCV] Social NCE: Contrastive Learning of Socially-aware Motion Representations☆166Jul 10, 2022Updated 3 years ago
- CIDNN: Encoding Crowd Interaction with Deep Neural Network☆74Sep 15, 2018Updated 7 years ago
- Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction☆80Mar 2, 2022Updated 3 years ago
- [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".☆306Oct 27, 2023Updated 2 years ago
- The official repository of the ICCV paper "On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors"☆31Oct 26, 2021Updated 4 years ago
- [CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction☆138Sep 11, 2022Updated 3 years ago
- Code for "SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction" CVPR 2021☆95Dec 21, 2021Updated 4 years ago
- The official repository for the CVPR 2019 paper "Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for…☆49Jan 7, 2021Updated 5 years ago
- PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction☆151Mar 24, 2023Updated 2 years ago
- Official implementation of "Regularizing neural networks for future trajectory prediction via IRL framework" published in IET CV☆36Jul 20, 2022Updated 3 years ago
- Introductory tutorials for trajectory generation.☆26Oct 23, 2023Updated 2 years ago
- Code for "Collaborative Motion Prediction via Neural Motion Message Passing", CVPR 2020 Oral☆97Mar 17, 2020Updated 5 years ago
- States Refinement LSTM☆126Aug 24, 2022Updated 3 years ago
- Human Trajectory Prediction in Socially Interacting Crowds Using a CNN-based Architecture☆28Mar 24, 2019Updated 6 years ago
- Code and data for "Towards Robust Human Trajectory Prediction in Raw Videos" IROS 2021☆27Aug 19, 2021Updated 4 years ago