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openpifpaf_animalpose

openpifpaf_furniture

Extend openpifpaf for furniture detection and classification

openpifpaf_wholebody

PifPaf extension to detect body, foot, face and hand keypoints.

pedestrian-transition-dataset

person-re-identification-with-confidence

pose-action-recognition

posetrack21

rock-pytorch

A PyTorch implementation of "Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection"

rrb

Official implementation of "Injecting Knowledge in Data-driven Vehicle Trajectory Predictors", Published in Transportation research part C.

s-attack

[CVPR 2022] S-attack library. Official implementation of two papers "Vehicle trajectory prediction works, but not everywhere" and "Are socially-aware trajectory prediction models really socially-aware?".

semdisc

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

sgg-corf

social-nce

[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.

social-stgcnn

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

social-transmotion

[ICLR 2024] Official implementation of "Social-Transmotion: Promptable Human Trajectory Prediction" in PyTorch.

socialforce

Numpy implementation of the Social Force model.

socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)

sr-lstm

States Refinement LSTM

stgat

STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction

svgnet

The official implementation of "SVG-Net: An SVG-based Trajectory Prediction Model"

tic-tac

[ICML 2024] Code repository for "TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression". We address the problem of sub-optimal covariance estimation in deep heteroscedastic regression by proposing a new model and metric.

trajectory-transformer

Code for "Transformer Networks for Trajectory Forecasting"

trajnetplusplus-model-zoo

TrajNet++ Model Zoo is a collection of pre-trained models on the TrajNet++ Benchmark

trajnetplusplusbaselines

[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective

trajnetplusplusdata

Data for TrajNet++ Challenge

trajnetplusplusdataset

Dataset Preparation for TrajNet++

trajnetplusplustools

Tools for TrajNet++

ttt-plus-plus

[NeurIPS21] TTT++: When Does Self-supervised Test-time Training Fail or Thrive?

unitraj

A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024

unposed

Toward Reliable Human Pose Forecasting with Uncertainty, implemented in PyTorch