human-motion-prediction

There are 1 repository under human-motion-prediction topic.

InterDiff
Sirui-Xu / InterDiff
[ICCV 2023] Official PyTorch implementation of the paper "InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion"
diffusion-models generative-ai human-motion-prediction human-object-interaction diffusion generative-model deep-learning object-pose 6d human-scene-interaction 3d-human-pose motion-prediction
Language:Python 206
BarqueroGerman / BeLFusion
[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023
ddim ddpm deep-learning diffusion generative-models iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch belfusion human-motion-prediction human-motion-generation
Language:Python 95
Droliven / MSRGCN
Official implementation of MSR-GCN (ICCV2021 paper)
gcn multiscale residuals pytorch frequency discrete-cosine-transform fourier-transform human-motion-prediction deep-learning deterministic iccv2021
Language:Python 61
Sirui-Xu / STARS
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
disentangled-representations eccv2022 motion-forecasting motion-prediction generative-model graph-neural-networks deep-learning human-motion-prediction pytorch
Language:Python 60
Dingpx / EAI
Official code of [AAAI2024] Expressive Forecasting of 3D Whole-body Human Motions
human-motion human-motion-prediction human-pose pose-forecasting
Language:Python 18
Droliven / diverse_sampling
Official project of DiverseSampling (ACMMM2022 Paper)
cvae human-motion-prediction pytorch sampling acmmm2022 gcn accuracy diversity gaussian-distribution gumbel-softmax hinge-loss likelihood multimodality deep-learning stochastic diverse manifold variational-inference variational-autoencoder
Language:Python 14
Droliven / DHMP_jittor
Jittor reimplementation of DiverseSampling (MM22)
human-motion-prediction jittor accuracy acmmm2022 cvae deep-learning diverse diversity gaussian-distribution gcn gumbel-softmax hinge-loss likelihood manifold multimodality sampling stochastic variational-autoencoder variational-inference
Language:Python 2
BenjiDayan / prox
Course project for ETHZ Virtual Humans
human-motion-prediction rnn transformer
Language:Jupyter Notebook 1
s2mLab / dumbbell_lifting
This is the official repository for the paper on long term fatigue using a dumbell lifting optimal control problem
biomechanics biomechanics-analysis fatigue-analysis human-motion-prediction optimal-control rigid-body-dynamics simulation
Language:Python 1
luke-davidson / TimeSeriesMotionClassification
Semester project for my Machine Learning course: Classification of human motion through custom time series positional data shapelet transformations.
human-motion-prediction knn-classifier machine-learning ols-regression shapelet-transform time-series-analysis time-series-data
Language:Python 0
jolares / amass-human-motion-fork
Data preparation and loader for AMASS
dataset human-motion-prediction machine-learning
Language:Jupyter Notebook