Annotation is the key
In Sportforma, each image is annotated with 3D keypoints. Compared to commodity 2D keypoints, our annotation is significantly harder to make - but also is much more valuable as allows us to perceive the athlete's movement in 3D. This enables algorithms that can provide rich feedback to the athlete, better compute the repetition, and build next-gen AI trainer apps.