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yanwu-ge's Projects

pgp_nuscenes icon pgp_nuscenes

Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

pims icon pims

Python Image Sequence: Load video and sequential images in many formats with a simple, consistent interface.

py-motmetrics icon py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

pymht icon pymht

Track oriented, multi target, multi hypothesis tracker

res-gcnn icon res-gcnn

A Lightweight Residual Graph CNN for Pedestrians Trajectory Prediction

s-attack icon s-attack

Official implementation of "Are socially-aware trajectory prediction models really socially-aware?".

scept icon scept

Code for the CVPR 2022 paper "ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning" by Yuxiao Chen, Boris Ivanovic, and Marco Pavone

social-stgcnn icon social-stgcnn

Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tgn icon tgn

TGN: Temporal Graph Networks

trajectron-plus-plus icon trajectron-plus-plus

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

trgnn icon trgnn

Traffic Flow Prediction with Vehicle Trajectories

vectornet icon vectornet

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation, partial function re-implement

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