IF3D / code /confs /model /model_w_bg.yaml
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learning_rate : 5.0e-4
sched_milestones : [200,500]
sched_factor : 0.5
smpl_init: True
is_continue: False
use_body_parsing: False
with_bkgd: True
using_inpainting: False
use_smpl_deformer: True
use_bbox_sampler: False
implicit_network:
feature_vector_size: 256
d_in: 3
d_out: 1
dims: [ 256, 256, 256, 256, 256, 256, 256, 256 ]
init: 'geometry'
bias: 0.6
skip_in: [4]
weight_norm: True
embedder_mode: 'fourier'
multires: 6
cond: 'smpl'
scene_bounding_sphere: 3.0
rendering_network:
feature_vector_size: 256
mode: "pose"
d_in: 14
d_out: 3
dims: [ 256, 256, 256, 256]
weight_norm: True
multires_view: -1
bg_implicit_network:
feature_vector_size: 256
d_in: 4
d_out: 1
dims: [ 256, 256, 256, 256, 256, 256, 256, 256 ]
init: 'none'
bias: 0.0
skip_in: [4]
weight_norm: False
embedder_mode: 'fourier'
multires: 10
cond: 'frame'
dim_frame_encoding: 32
bg_rendering_network:
feature_vector_size: 256
mode: 'nerf_frame_encoding'
d_in: 3
d_out: 3
dims: [128]
weight_norm: False
multires_view: 4
dim_frame_encoding: 32
shadow_network:
d_in: 3
d_out: 1
dims: [128, 128]
weight_norm: False
density:
params_init: {beta: 0.1}
beta_min: 0.0001
ray_sampler:
near: 0.0
N_samples: 64
N_samples_eval: 128
N_samples_extra: 32
eps: 0.1
beta_iters: 10
max_total_iters: 5
N_samples_inverse_sphere: 32
add_tiny: 1.0e-6
loss:
eikonal_weight : 0.1
bce_weight: 5.0e-3
opacity_sparse_weight: 3.0e-3
in_shape_weight: 1.0e-2