pedestrian-trajectories 开源项目推荐（19 个）

jiachenli94 /Awesome-Interaction-Aware-Trajectory-Prediction

有关轨迹预测的最新研究材料精选

abduallahmohamed /Social-STGCNN

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

crowdbotp /socialways

Social Ways：使用 GANs 学习行人轨迹的多模态分布（CVPR 2019）

abduallahmohamed /Social-Implicit

Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" Accepted @ ECCV2022

theDebugger811 /human-trajectory-forecasting-papers

Collection of Papers in Trajectory Prediction categorised according to the high-level structure

ruiyu0 /Retracking-by-Prediction

Code and data for "Towards Robust Human Trajectory Prediction in Raw Videos" IROS 2021

YuxuanIAIR /MSRL-master

Official code for AAAI 2023 paper "Multi-stream Representation Learning for Pedestrian Trajectory Prediction"

PSI-Intention2022 /PSI-Intention

Data preprocessing for IUPUI-CSRC Pedestrian Situated Intent (PSI) benchmark dataset.

PedestrianDynamics /dashboard

Dashboard: Analysis of pedestrian dynamics based on trajectory files

crowdflowTUe /MF_landing_data_analysis

Primers and examples to analyze the pedestrian tracking dataset collected at Eindhoven University of Technology (see https://doi.org/10.1103/PhysRevE.95.032316 )

pedro-mgb /pedestrian-arc-lstm-smf

Implementation of Arc-LSTM-SMF model, and its standalone parts, to the task of pedestrian trajectory forecast

paschistrobel /RNN-PedestrianTrajectoryPrediction

Prädiktion von zukünftigen Fußgänger-Trajektorien/Bewegungsbahnen mithilfe eines LSTM-Neuronalen Netzes.

PedestrianDynamics /mobius-txt2json

Convert txt trajectories to json for project Mobius

aleLasar /Pedestrians-trajectories-prediction-in-indoor-environment-with-sCREEN-Dataset-

Prediction of pedestrian trajectories in indoor environment

MADRAS-crowds /madras-data-app

Interactive Map with Data Analysis of Data Collection compaing in Madras Project

PedestrianDynamics /gender-experiments

Walk the Line: The role of gender and culture on the movement patterns of pedestrians based on a multicultural study

VidushaSanidu /SIAT

An implementation of the Social Interaction-Aware Transformer (SIAT) for multi-agent pedestrian trajectory prediction. This model combines Transformer encoders/decoders with Graph Convolutional Networks (GCN).

Disciple0fMarx /thesis-benchmark

Socially-Aware Pedestrian Trajectory Prediction: Benchmarking Interaction Models

PedestrianDynamics /gender-experiments_old

Walk the Line: The role of gender and culture on the movement patterns of pedestrians based on a multicultural study