trajectory-prediction topic

List trajectory-prediction repositories

PiP-Planning-informed-Prediction

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(ECCV 2020) PiP: Planning-informed Trajectory Prediction for Autonomous Driving

VectorNet

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Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”

vehicle-trajectory-prediction-HMM

93
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Use HMM to solve the problem of vehicle trajectory prediction

SGNet.pytorch

112
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Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)

LaneGCN_ref

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An implementation of LaneGCN (Learning Lane Graph Representations for Motion Forecasting)

AdvTrajectoryPrediction

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Implementation of CVPR 2022 paper "On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles" https://arxiv.org/abs/2201.05057

Stochastic-Futures-Prediction

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Introductory tutorials for trajectory generation.

This is a list of papers related to traffic agent trajectory prediction.

traj-pred-irl

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Official implementation of "Regularizing neural networks for future trajectory prediction via IRL framework" published in IET CV

gst

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[RA-L + ICRA22] Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction