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hub / github.com/IRMVLab/SemGauss-SLAM / transformed_params2rendervar

Function transformed_params2rendervar

utils/slam_helpers.py:81–93  ·  view source on GitHub ↗
(params, w2c, transformed_pts)

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79 ].reshape(batch_dim + (4,))
80
81def transformed_params2rendervar(params, w2c, transformed_pts):
82 depth = get_depth_and_silhouette(transformed_pts, w2c)
83 precomp = torch.cat((params['rgb_colors'], depth), dim=1)
84 rendervar = {
85 'means3D': transformed_pts,
86 'colors_precomp': precomp,
87 'sh_sems': params['sem_labels'],
88 'rotations': F.normalize(params['unnorm_rotations']),
89 'opacities': torch.sigmoid(params['logit_opacities']),
90 'scales': torch.exp(torch.tile(params['log_scales'], (1, 3))),
91 'means2D': torch.zeros_like(params['means3D'], requires_grad=True, device="cuda") + 0
92 }
93 return rendervar
94
95def get_depth_and_silhouette(pts_3D, w2c):
96 """

Callers 4

get_lossFunction · 0.90
add_new_gaussiansFunction · 0.90
report_progressFunction · 0.90
evalFunction · 0.90

Calls 1

get_depth_and_silhouetteFunction · 0.85

Tested by

no test coverage detected