The multi-modal motion language model MotionGPT breakthroughly transforms language instructions into lifelike 3D human body movements, bringing revolutionary changes to fields such as virtual reality and film production. It cleverly treats human movement as a language, pre-training with mixed movement language data, and fine-tuning with prompt-based question and answer tasks to achieve a seamless combination of movement and text. Discrete vector quantization technology converts 3D motion into motion tokens, enabling the model to understand and generate a variety of complex human movements. From simple kicks to complex dance movements, MotionGPT can respond accurately, demonstrating its powerful generation capabilities .
The multi-modal motion language model MotionGPT is an amazing technological innovation that unifies language and motion, converting language instructions into engaging 3D human movements. Inspired by just-in-time learning, this model is pre-trained on mixed motor language data and fine-tuned on prompt-based question and answer tasks to achieve superior performance. The model achieves a seamless combination of motion and text by treating human movements as a specific language for modeling training. MotionGPT uses discrete vector quantization to convert 3D motion into motion tokens, a process similar to how word tokens are generated. What makes MotionGPT unique is its ability to understand and generate engaging human movements from fragmented language instructions. Whether it's kicking or dancing, the model can respond quickly. This new motion language model brings unprecedented possibilities to fields such as virtual reality and film production.
The emergence of MotionGPT marks a significant progress in the field of motion generation of artificial intelligence. Its powerful performance and wide application prospects are exciting. In the future, with the continuous development of technology, MotionGPT is expected to play an important role in more fields and bring people a more convenient and intelligent experience.