motion-prediction topic

List motion-prediction repositories

constant_velocity_pedestrian_motion

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Code for "What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction", Schöller et al., Robotics and Automation Letters (RA-L), 2020

STARS

62
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4
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[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

UniAD

3.4k
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[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

PVT_pp

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3
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Full conference version of PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework

MotionCNN-Waymo-Open-Motion-Dataset

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Implementation of "MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving" for Waymo Open Motion Dataset

Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.

INT2

70
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2
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[ICCV 2023] INT2: Interactive Trajectory Prediction at Intersections

HPTR

117
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9
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Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding. NeurIPS 2023.

QCNet

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[CVPR 2023] Query-Centric Trajectory Prediction