Can I read MotionBERT: Unified Framework for 3D Motion on EtoBox?
MotionBERT: Unified Framework for 3D Motion by Max is a document available to read on EtoBox.
What is MotionBERT: Unified Framework for 3D Motion about?
1) MotionBERT is a unified pretraining framework for human motion analysis tasks like 3D pose estimation, action recognition, and mesh recovery. 2) During pretraining, a motion encoder is trained to recover 3D human motion from corrupted 2D skeleton sequences from various data sources, learning motion representations. 3) In finetuning, the pretrained motion encoder is adapted to downstream tasks with additional linear layers, achieving state-of-the-art performance on all tasks.
- Author
- Max
- Language
- EN