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Exp1.yaml
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49 lines (41 loc) · 1.73 KB
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device: "cuda:0"
paths:
mast3r_config: "./MASt3R-SLAM/config/base.yaml"
model_weights: "./MASt3R-SLAM/checkpoints/MASt3R_ViTLarge_BaseDecoder_512_catmlpdpt_metric.pth"
retriever_weights: "./MASt3R-SLAM/checkpoints/MASt3R_ViTLarge_BaseDecoder_512_catmlpdpt_metric_retrieval_trainingfree.pth"
loop_vis_save_dir: "./MASt3R-SLAM/retrieval_test/loop_closures"
image:
height: 384
width: 512
# noise values are 1-sigma: information = 1 / sigma^2
# rotation unit: degrees, translation unit: meters
graph:
odometry:
t_noise: [0.1, 0.1, 0.1] # translation sigma (m)
r_noise: [5.0, 5.0, 5.0] # rotation sigma (deg)
s_noise: 0.05 # scale sigma
loop:
t_noise: [1.0, 1.0, 1.0]
r_noise: [25.0, 25.0, 25.0]
s_noise: 1.0
loop_inhibit_window: 5 # frames to suppress repeated loop edges between the same pair
same_robot_min_seq_gap: 90 # minimum seq-index gap for same-robot loop closure
matching:
retrieval_k: 3 # top-k candidates from image retrieval
retrieval_min_thresh: 0.006 # minimum retrieval score to consider a candidate
quality_threshold: 1.5 # Qk threshold for valid 3-D correspondences
match_frac_min: 0.085 # minimum fraction of valid matches to attempt Sim3
point_cloud:
local_voxel_size: 0.1 # voxel size for local map downsampling (m)
pre_slice_rate: 5 # stride applied before voxel downsampling
global_voxel_size: 0.3 # voxel size for global map rebuild after optimization (m)
anchor:
scale_min: 0.5 # reject child anchor if scale < this
scale_max: 4.0 # reject child anchor if scale > this
optimization:
stage1_iters: 10
stage2_iters: 50
verbose: 0
vis:
point_radii: 0.05
trajectory_radii: 0.05