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awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

awesome-traffic-agent-trajectory-prediction

This is a list of papers related to traffic agent trajectory prediction.

awesome-trajectory-motion-prediction-papers

awesome-trajectory-prediction

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

computaional-method-for-mokowitz-function-using-lax-hopf-formula

deeplearning.ai-summary

This repository contains my personal notes and summaries on [DeepLearning.ai](deeplearning.ai) course. I've enjoyed every little bit of the course hope you enjoy my notes too.

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

elm-tensorflow

Extreme Learning Machine with TensorFlow

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

followme

Code repo for "FollowMe: Vehicle Behaviour Prediction in Autonomous Vehicle Settings"

godunov-scheme-for-a-trapezoidal-fundamental-diagram

har-gcnn

Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022

inner_ensemble_nets

Code for "Inner Ensemble Nets"

least-square-regression-method-for-m-degree-polynomial-

mcrm

MCRM: Mother Compact Recurrent Memory

monte-carlo-method-for-godunov-scheme

nested-lstm-nlstm-pytorch

NLSTM Nested LSTM in Pytorch

opentraj

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

reversehuberloss

This is a pytorch implementation of the Adaptive Reverse Huber Loss

skeleton-graph

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

social-implicit

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

social-stgcnn

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