feat: initial commit - massive-cloud point cloud processing system
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schema_version: '1.0'
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cad:
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linear_deflection_mm: 0.5
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angular_deflection_rad: 0.1
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locating_hole_radius_mm:
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- 14.0
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- 18.0
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central_hole_radius_min_mm: 80.0
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rectangle_aspect_tol: 0.15
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sampling:
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method: grid_spacing
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spacing_mm: null
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num_points: 500000
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seed: 42
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adaptive:
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curvature_weight: 1.0
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min_spacing_factor: 0.25
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max_spacing_factor: 4.0
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scan_simulator:
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enabled: true
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view_origin:
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- 10000.0
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- 0.0
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- 0.0
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hpr_radius_mm: 200000.0
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panel_deflection:
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enabled: true
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theta_right_deg: 0.5
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theta_ref_deg: 0.3
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noise:
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enabled: true
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sigma_mm: 0.05
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mode: isotropic
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seed: 43
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transform:
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enabled: true
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rotation_deg: 0.5
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rotation_axis: random
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translation_mm: 2.0
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translation_dir: random
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seed: 44
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denoise:
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steps:
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- type: passthrough
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bbox_padding_mm: 50.0
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- type: voxel
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voxel_mm: 0.5
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- type: statistical
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nb_neighbors: 20
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std_ratio: 2.5
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smoothing:
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enabled: false
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search_radius_mm: 2.0
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polynomial_order: 2
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registration:
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method: kabsch_four_holes
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pre_align: pca_centroid
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refuse_if_residual_above_mm: 5.0
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detection:
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panel_normal_seed: pca
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panel_normal_pca_kth: 1
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grid_pixel_mm: 2.0
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panel_min_area_ratio: 0.15
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hole_min_area_mm2: 600.0
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hole_max_area_mm2: 5000.0
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circle_fit:
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method: algebraic_then_lsq
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inlier_residual_mm: 1.5
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select_top_k_by_radius_match: 4
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rectangle_aspect_tol: 0.4
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fill_bg_below_mm2: 100.0
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locating_hole_radius_mm:
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- 14.0
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- 22.0
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roi:
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hole_dilate_mm: 5.0
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central_hole_dilate_mm: 10.0
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edge_buffer_mm: 8.0
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chamfer_normal_dot_min: 0.8
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outlier_z_score: 3.0
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plane_fit:
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method: ransac_svd
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ransac_iterations: 300
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ransac_inlier_thresh_mm: 0.5
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min_inlier_ratio: 0.5
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enforce_nx_positive: true
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metrics:
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right_axis_sign: 1
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angle_clamp_deg: 0.0
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artifacts:
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save_intermediate: true
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ply_format: binary
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image_dpi: 150
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heatmap_colormap: viridis
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