HarshayuGirase / Human-Path-PredictionLinks
State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.
☆382Updated 3 years ago
Alternatives and similar repositories for Human-Path-Prediction
Users that are interested in Human-Path-Prediction are comparing it to the libraries listed below
Sorting:
- [ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective☆280Updated 2 years ago
- Human Trajectory Prediction Dataset Benchmark (ACCV 2020)☆521Updated last year
- Our ECCV 2022 paper Human Trajectory Prediction via Neural Social Physics☆143Updated last year
- This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Tra…☆208Updated 5 years ago
- Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV…☆260Updated 2 years ago
- Code for "Transformer Networks for Trajectory Forecasting"☆398Updated 4 years ago
- [ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"☆403Updated last year
- [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".☆287Updated last year
- Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)☆123Updated 3 years ago
- The code for Bi-directional Trajectory Prediction (BiTraP).☆88Updated last year
- [ECCV2022] SocialVAE: Human Trajectory Prediction using Timewise Latents☆82Updated last year
- States Refinement LSTM☆125Updated 2 years ago
- Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" …☆103Updated last year
- Social LSTM implementation in PyTorch☆465Updated 5 years ago
- UCY and ETH dataset☆42Updated 3 years ago
- Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann…☆739Updated last year
- Code for "SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction" CVPR 2021☆96Updated 3 years ago
- ☆173Updated 5 years ago
- Deep Learning for Vision-based Prediction☆347Updated 6 months ago
- PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction☆146Updated 2 years ago
- SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints☆61Updated 3 years ago
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆218Updated 4 years ago
- Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020☆542Updated 2 years ago
- [CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction☆130Updated 2 years ago
- Social LSTM using PyTorch for Vehicle Data☆124Updated 4 years ago
- This is a list of papers related to traffic agent trajectory prediction.☆471Updated 3 months ago
- Annotations for Pedestrian Intention Estimation (PIE) dataset☆125Updated 4 months ago
- Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2…☆359Updated 5 years ago
- Collection of Papers in Trajectory Prediction categorised according to the high-level structure☆36Updated 4 years ago
- This is an official repository of Multimodal Transformer Network for Pedestrian Trajectory Prediction.☆27Updated 3 years ago