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Human motion prediction

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Action prediction is a pre-fact video understanding task, which focuses on future states, in other words, it needs to reason about future states or infer action labels before the end of action execution.

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/magnux/MotionGAN

공식 코드

Human Motion Prediction via Spatio-Temporal Inpainting

https://github.com/meaten/motionaug

공식 코드

MotionAug: Augmentation with Physical Correction for Human Motion Prediction

https://github.com/mediabrain-sjtu/auxformer

공식 코드

Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction

https://github.com/mediabrain-sjtu/spgsn

공식 코드

Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction

https://github.com/mmahdavian/stpotr

공식 코드

STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Following Ahead

https://github.com/oliviazwy/dcgcn

공식 코드

Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion Prediction

https://github.com/patrickrperrine/comp-choreo

공식 코드

KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance Art

https://github.com/qualityminds/cistgcn

공식 코드

Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting

https://github.com/rohollahhs/bad

공식 코드

BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation

https://github.com/saferoboticslab/sharp

공식 코드

SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction

https://github.com/sariahmghames/neurosym-prediction

공식 코드

A Neuro-Symbolic Approach for Enhanced Human Motion Prediction

https://github.com/senakicir/keyposeprediction

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Long Term Motion Prediction Using Keyposes

https://github.com/sibotian96/TransFusion

공식 코드

TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction

https://github.com/sirui-xu/stars

공식 코드

Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors

https://github.com/tileb1/motion-prediction-tim

공식 코드

Motion Prediction Using Temporal Inception Module

https://github.com/una-dinosauria/human-motion-prediction

공식 코드

On human motion prediction using recurrent neural networks

https://github.com/v0lta/Complex-gated-recurrent-neural-networks

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Complex Gated Recurrent Neural Networks

https://github.com/vita-epfl/multi-transmotion

공식 코드

Multi-Transmotion: Pre-trained Model for Human Motion Prediction

https://github.com/wei-mao-2019/HisRepItself

공식 코드

History Repeats Itself: Human Motion Prediction via Motion Attention

https://github.com/wei-mao-2019/LearnTrajDep

공식 코드

Learning Trajectory Dependencies for Human Motion Prediction

https://github.com/wei-mao-2019/gsps

공식 코드

Generating Smooth Pose Sequences for Diverse Human Motion Prediction

https://github.com/wei-mao-2019/wat

공식 코드

Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction

https://github.com/xhaughearl/haarmodic

공식 코드

Multi-Resolution Haar Network: Enhancing human motion prediction via Haar transform

https://github.com/y-zheng18/gimo

공식 코드

GIMO: Gaze-Informed Human Motion Prediction in Context

https://github.com/Djmcflush/Funky-Movement

HP-GAN: Probabilistic 3D human motion prediction via GAN

https://github.com/Jacoo-Zhao/3D-Pose-Based-Feedback-For-Physical-Exercises

Learning Trajectory Dependencies for Human Motion Prediction

https://github.com/JunweiLiang/social-distancing-prediction

Peeking into the Future: Predicting Future Person Activities and Locations in Videos

https://github.com/ThomasDupiereux/ADLproject

BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN

https://github.com/ThomasDupiereux/EnGAN

BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN

https://github.com/ThomasDupiereux/hpgan

HP-GAN: Probabilistic 3D human motion prediction via GAN

https://github.com/YQRickWang/Motion_Prediction

On human motion prediction using recurrent neural networks

https://github.com/YQRickWang/tf

On human motion prediction using recurrent neural networks

https://github.com/amiryanj/socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs

https://github.com/bouracha/Gen_Motion

Learning Trajectory Dependencies for Human Motion Prediction

https://github.com/ebarsoum/hpgan

HP-GAN: Probabilistic 3D human motion prediction via GAN

https://github.com/enriccorona/human-motion-prediction-pytorch

On human motion prediction using recurrent neural networks

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