10 datasets found

The dataset is used for 3D human motion-language tasks, where 3D human motions are paired with their corresponding text descriptions.

KIT Motion Language (KIT-ML) is a dataset containing 3,911 unique human motion sequences and 6,278 individual text annotations.

TLControl is a novel method for Trajectory and Language Control for Human Motion Synthesis. It leverages a human body morphology-aware structured latent space using a VQ-VAE,...

Human motion modeling is a critical component of animating virtual characters to imitate vivid and rich human movements, which has been a vital topic for many applications, such...

The DuetDance dataset is a dataset for long-term synthesis of inter-person human motion interactions. It contains 5 classes of dance motions.

The dataset proposed by Xia et al. (2015) contains six content classes and eight different styles for each type of motion.

Length-Aware Latent Diffusion (LADiff) is a novel approach for generating motion sequences guided by textual descriptions with dynamics and style conditioned by the target...

Generating motion from textual descriptions can be used in numerous applications in the game industry, film-making, and animating robots. For example, a typical way to access new...

HumanML3D is a text-to-motion dataset built upon AMASS dataset and HumanAct12. It provides a wide range of motion-language pairs which cover ordinary activities, such as...

The dataset used in the paper for human motion synthesis and reconstruction.