MERLIN โ€” MapAnything student

A 230M distilled student of MapAnything that turns a single monocular RGB frame into metric depth + pose, running live at 16-17 FPS (TensorRT INT8) on a $249 Jetson Orin Nano 8GB. Code: github.com/ShayManor/Merlin.

File What it is
student_v3.pt Best fidelity checkpoint (0.178 abs_rel vs teacher)
student_baseline.pt, student_v2.pt Uniform-distillation baselines
student_v2nav1b.pt Nav-weighted (M1) variant
student_earlyexit.pt Deep-supervision multi-exit (M2 anytime)
student_hab.pt, student_hab_nav.pt Habitat-finetuned for closed-loop sim
merlin_student_core.onnx ONNX export of the compute core
merlin_student_core_trt.onnx, merlin_v2_core_trt.onnx TRT-ready ONNX (build INT8 engine on the Nano)
Downloads last month

-

Downloads are not tracked for this model. How to track
Inference Providers NEW
This model isn't deployed by any Inference Provider. ๐Ÿ™‹ Ask for provider support