Motion Reference Video Analysis And Extraction

via “video analysis with hand-tracking and geometric reasoning”

Google's fast multimodal model with 1M context.

Unique: Performs hand tracking and geometric reasoning (velocity, trajectory) directly within the model's inference, rather than using separate computer vision pipelines, enabling end-to-end video understanding without external pose estimation models

vs others: Simpler integration than MediaPipe + separate reasoning models; hand tracking is built into the model rather than requiring external dependencies, reducing latency and complexity for game and accessibility applications