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trajectory-prediction

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LibCity / Bigscity-LibCity

Star 840

LibCity: An Open Library for Urban Spatial-temporal Data Mining

deep-learning toolkit traffic eta map-matching representation-learning on-demand-service spatio-temporal traffic-prediction trajectory-prediction time-series-prediction spatio-temporal-prediction traffic-flow-prediction pytorch-implementation od-matrix traffic-forecasting estimated-time-of-arrival traffic-accident-prediction traffic-speed-prediction libcity
  • Updated May 26, 2024
  • Python

jiachenli94 / Awesome-Interaction-Aware-Trajectory-Prediction

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A selection of state-of-the-art research materials on trajectory prediction

machine-learning computer-vision deep-learning paper traffic artificial-intelligence trajectory-generation social-interactions multiagent-systems behavior-analysis autonomous-driving autonomous-vehicles trajectory-prediction multiagent-learning human-trajectory-prediction motion-prediction behavior-prediction path-predictions vehicle-trajectory pedestrian-trajectories
  • Updated May 7, 2024
  • TeX

Rishikesh-Jadhav / Birds-Eye-View-Trajectory-Prediction-for-Autonomous-Driving

Star 4

This repository contains our work on a comprehensive investigation on motion prediction for Autonomous Vehicles using the PowerBEV framework and a Multi-Camera setup. Validated trajectory forecasting capabilities on the NuScenes, Woven and Argoverse datasets and identified challenges in model generalization across these datasets.

machine-learning computer-vision deep-learning analysis motion-planning pytorch trajectory-prediction nuscenes argoverse instance-prediction
  • Updated May 5, 2024
  • Python

aptx1231 / START

Star 58

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

transformer representation-learning unsupervised-learning trajectory-analysis trajectory-clustering trajectory-prediction trajectory-similarity graph-attention-networks self-supervised-learning icde contrastive-learning trajectory-representation trajectory-representation-learning icde2023
  • Updated Apr 5, 2024
  • Python

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