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jiachenli94
Awesome-Interaction-Aware-Trajectory-Prediction jiachenli94
302
1.5k
mit
62
A selection of state-of-the-art research materials on trajectory prediction
paper traffic deep-learning computer-vision machine-learning path-predictions behavior-analysis motion-prediction autonomous-driving multiagent-systems vehicle-trajectory autonomous-vehicles behavior-prediction multiagent-learning social-interactions trajectory-generation trajectory-prediction artificial-intelligence pedestrian-trajectories human-trajectory-prediction
Created 2019-07-15
144 commits to master branch, last one about a month ago
abduallahmohamed
Social-STGCNN abduallahmohamed
140
495
mit
13
Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020
gcnn realtime pedestrians social-stgcnn graph-neural-networks spatio-temporal-graphs pedestrian-trajectories human-trajectory-prediction graph-convolutional-networks
Created 2020-02-27
27 commits to master branch, last one about a year ago
abduallahmohamed
Social-Implicit abduallahmohamed
10
90
mit
4
Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" Accepted @ ECCV2022
real-time social-implicit gcnn-pedestrians memory-efficient motion-prediction motion-forecasting graph-neural-networks trajectory-prediction spatio-temporal-graphs trajectory-forecasting pedestrian-trajectories human-trajectory-prediction graph-convolutional-networks
Created 2021-11-22
20 commits to main branch, last one 9 months ago