InstantHMR : Real-Time Human Mesh Recovery on Your Phone
A Samsung Galaxy S23 reconstructs a 6,890-vertex body mesh in 5.5 milliseconds per person, the researchers report.
InstantHMR estimates a 3D human body from a single image using open-source models trained exclusively on public SAM 3D Body annotations. The authors report mobile inference 12 times faster than the sole mobile-compatible method they tested that slightly exceeds its accuracy. They re-evaluated 11 competing methods under a unified protocol and measured latency across eight hardware targets, including two phone NPUs.
HF Daily Papers' note
InstantHMR estimates a 3D human body from a single image using open-source models trained exclusively on public SAM 3D Body annotations. The authors report mobile inference 12 times faster than the sole mobile-compatible method they tested that slightly exceeds its accuracy. They re-evaluated 11 competing methods under a unified protocol and measured latency across eight hardware targets, including two phone NPUs.
HF Daily Papers' note
score 5