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) |
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