motion-prediction topic
constant_velocity_pedestrian_motion
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
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
UniAD
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
PVT_pp
Full conference version of PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework
MotionCNN-Waymo-Open-Motion-Dataset
Implementation of "MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving" for Waymo Open Motion Dataset
lyft-motion-prediction-for-autonomous-vehicle
Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.
INT2
[ICCV 2023] INT2: Interactive Trajectory Prediction at Intersections
HPTR
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding. NeurIPS 2023.
PF-Track
Implementation of PF-Track
QCNet
[CVPR 2023] Query-Centric Trajectory Prediction