State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.
☆408Mar 30, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Our ECCV 2022 paper Human Trajectory Prediction via Neural Social Physics☆149Mar 8, 2024Updated 2 years ago
- Human Trajectory Prediction Dataset Benchmark (ACCV 2020)☆558Apr 4, 2024Updated 2 years ago
- Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann…☆815Aug 17, 2023Updated 2 years ago
- [ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"☆431Mar 4, 2024Updated 2 years ago
- [ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective☆296Apr 4, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".☆313Oct 27, 2023Updated 2 years ago
- Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)☆128Jun 8, 2022Updated 4 years ago
- [CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction☆137Sep 11, 2022Updated 3 years ago
- Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020☆577Jan 27, 2023Updated 3 years ago
- ☆1,247Jan 31, 2023Updated 3 years ago
- ICCV2021 Expert-Goal Trajectory Prediction☆30Mar 30, 2022Updated 4 years ago
- Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018☆912Nov 24, 2023Updated 2 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…☆259Feb 12, 2023Updated 3 years ago
- DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents☆79Oct 22, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction☆226Oct 18, 2020Updated 5 years ago
- Code for "Transformer Networks for Trajectory Forecasting"☆417Jul 15, 2021Updated 4 years ago
- [ICCV] Social NCE: Contrastive Learning of Socially-aware Motion Representations☆170Jul 10, 2022Updated 3 years ago
- ☆66Feb 5, 2024Updated 2 years ago
- Social LSTM implementation in PyTorch☆496Apr 26, 2020Updated 6 years ago
- [ECCV2022] SocialVAE: Human Trajectory Prediction using Timewise Latents☆93Aug 29, 2023Updated 2 years ago
- Official Code for "Non-Probability Sampling Network for Stochastic Human Trajectory Prediction (CVPR 2022)"☆73Jul 16, 2025Updated 10 months ago
- Data preprocessing for the trajnet dataset for pedestrian trajectory prediction☆11Jun 3, 2018Updated 8 years ago
- ⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CV…☆66Nov 17, 2025Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code for "SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction" CVPR 2021☆93Dec 21, 2021Updated 4 years ago
- A selection of state-of-the-art research materials on trajectory prediction☆1,685Sep 28, 2024Updated last year
- SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints☆65Aug 3, 2022Updated 3 years ago
- Code for "Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans" https://arxiv.org/abs/2001.00735☆123Apr 22, 2022Updated 4 years ago
- [ICCV'21] PyTorch implementation of the Social-NCE applied to Trajectron++.☆23Jul 22, 2021Updated 4 years ago
- [ECCV2022] Official implementation of the paper "View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums"☆39Apr 13, 2023Updated 3 years ago
- States Refinement LSTM☆126Aug 24, 2022Updated 3 years ago
- Official Code for "Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction (CVPR 2024)" and "Social Reaso…☆168Sep 18, 2025Updated 8 months ago
- Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" …☆112Feb 11, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆527May 14, 2024Updated 2 years ago
- [CVPR 2025] Official implementation of three papers "Certified Human Trajectory Prediction", "Vehicle trajectory prediction works, but no…☆122Dec 31, 2025Updated 5 months ago
- Official Code for "Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction (ECCV 2022)"☆74Jul 16, 2025Updated 10 months ago
- Tools for TrajNet++☆49Jul 9, 2020Updated 5 years ago
- The official repository of the ICCV paper "On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors"☆30Oct 26, 2021Updated 4 years ago
- [CVPR2022] Code for CVPR 2022 paper "Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion"☆230Apr 25, 2023Updated 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…☆210Dec 8, 2019Updated 6 years ago