# Copyright (C) 2024-present Naver Corporation. All rights reserved. # Licensed under CC BY-NC-SA 4.0 (non-commercial use only). # # -------------------------------------------------------- # global alignment optimization wrapper function # -------------------------------------------------------- from enum import Enum from .optimizer import PointCloudOptimizer from .modular_optimizer import ModularPointCloudOptimizer from .pair_viewer import PairViewer class GlobalAlignerMode(Enum): PointCloudOptimizer = "PointCloudOptimizer" ModularPointCloudOptimizer = "ModularPointCloudOptimizer" PairViewer = "PairViewer" def global_aligner(dust3r_output, device, mode=GlobalAlignerMode.PointCloudOptimizer, **optim_kw): # extract all inputs view1, view2, pred1, pred2 = [dust3r_output[k] for k in 'view1 view2 pred1 pred2'.split()] # build the optimizer if mode == GlobalAlignerMode.PointCloudOptimizer: net = PointCloudOptimizer(view1, view2, pred1, pred2, **optim_kw).to(device) elif mode == GlobalAlignerMode.ModularPointCloudOptimizer: net = ModularPointCloudOptimizer(view1, view2, pred1, pred2, **optim_kw).to(device) elif mode == GlobalAlignerMode.PairViewer: net = PairViewer(view1, view2, pred1, pred2, **optim_kw).to(device) else: raise NotImplementedError(f'Unknown mode {mode}') return net