Paper Link: Compressing Volumetric Radiance Fields to 1 MB
Code Link: VQRF
相关内容:
VQRF代码与实验 (1)
VQRF代码与实验 (2)
VQRF代码与实验 (3)
主要结构
变量及对应相关模块
DirectVoxGO | density grid | color grid | VQ | MLP |
---|---|---|---|---|
act_shift | √ | |||
xyz_max | √ | √ | ||
xyz_min | √ | √ | ||
all_indice_raw | √ | |||
alpha_init | √ | |||
density | √ | |||
density_config | √ | |||
density_factor [=1 没起作用] | ||||
density_type | √ | |||
fast_color_thres | √ | √ | ||
imp_thres [没用到] | ||||
importance | √ | |||
k0 | √ | |||
k0_config | √ | |||
k0_dim | √ | |||
k0_type | √ | |||
keep_mask | √ | √ | √ | |
mask_cache | √ | √ | ||
mask_cache_path | √ | √ | ||
mask_cache_thres | √ | √ | ||
non_prune_mask | √ | √ | √ | |
num_voxels | √ | √ | ||
num_voxels_base | √ | √ | ||
rgbnet | √ | |||
rgbnet_direct | √ | |||
rgbnet_full_implicit | √ | |||
rgbnet_kwargs | √ | |||
split_vq | √ | |||
true_density | √ | |||
true_grid | √ | |||
use_vq | √ | |||
used_kwargs | √ | |||
val_thres [没用到] | ||||
voxel_size | √ | √ | ||
voxel_size_base | √ | √ | ||
voxel_size_ratio | √ | √ | ||
vq | √ | |||
vq_start_step | √ | |||
world_size | √ | √ |