Shypd.aiThe largest open index of AI toolsT2M-GPT is an open-source AI tool that generates human motion from textual descriptions. It provides a PyTorch implementation for creating motion sequences using discrete representations, based on a CVPR 2023 paper.
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T2M-GPT is an open-source PyTorch implementation for generating human motion from textual descriptions, as detailed in its CVPR 2023 paper. The tool utilizes discrete representations to create realistic motion sequences. It includes functionalities for VQ-VAE and GPT training, evaluation, and SMPL mesh rendering. Users can install the environment, prepare datasets like HumanML3D and KIT-ML, and download pre-trained models and motion/text feature extractors. A quick start guide is available via a Jupyter Notebook demo, and the project offers visual results, installation instructions, and detailed steps for training and evaluating both VQ-VAE and GPT models. The project also provides a HuggingFace space demo for both skeleton and SMPL mesh visualization.
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