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ScanNet_3dgs/scene0013_02/cfg.yml

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ScanNet_3dgs/scene0013_02/stats/val_step30000.json

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ScanNet_3dgs/scene0043_00/cfg.yml

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ScanNet_3dgs/scene0073_00/cfg.yml

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ScanNet_3dgs/scene0073_00/stats/val_step30000.json

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ScanNet_3dgs/scene0090_00/cfg.yml

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ScanNet_3dgs/scene0090_00/stats/val_step30000.json

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ScanNet_3dgs/scene0120_00/cfg.yml

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ScanNet_3dgs/scene0123_01/cfg.yml

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ScanNet_3dgs/scene0123_01/stats/val_step30000.json

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ScanNet_3dgs/scene0126_02/cfg.yml

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ScanNet_3dgs/scene0126_02/stats/val_step30000.json

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ScanNet_3dgs/scene0130_00/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0135_00/cfg.yml

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ScanNet_3dgs/scene0135_00/stats/val_step30000.json

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ScanNet_3dgs/scene0136_02/cfg.yml

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ScanNet_3dgs/scene0136_02/stats/val_step30000.json

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ScanNet_3dgs/scene0142_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0144_00/cfg.yml

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ScanNet_3dgs/scene0144_00/stats/val_step30000.json

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ScanNet_3dgs/scene0147_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0164_00/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0165_01/cfg.yml

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ScanNet_3dgs/scene0165_01/stats/val_step30000.json

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ScanNet_3dgs/scene0168_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0179_00/cfg.yml

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ScanNet_3dgs/scene0179_00/stats/val_step30000.json

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ScanNet_3dgs/scene0186_01/cfg.yml

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ScanNet_3dgs/scene0186_01/stats/val_step30000.json

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ScanNet_3dgs/scene0193_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0220_01/cfg.yml

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ScanNet_3dgs/scene0220_01/stats/val_step30000.json

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+{"psnr": 27.281312942504883, "ssim": 0.8691115975379944, "lpips": 0.24187782406806946, "ellipse_time": 0.007682253734221975, "num_GS": 1500000, "depth_loss": 0.03380532190203667}

ScanNet_3dgs/scene0245_00/cfg.yml

@@ -0,0 +1,72 @@
+antialiased: true
+app_embed_dim: 16
+app_opt: false
+app_opt_lr: 0.001
+app_opt_reg: 1.0e-06
+batch_size: 1
+ckpt: null
+compression: null
+data_dir: /ssdstore/yli7/datasets/scannet/scans/scene0245_00/
+data_factor: 1
+dataset_name: scannet
+depth_lambda: 1.0
+depth_loss: true
+disable_growing: false
+disable_pruning: false
+disable_viewer: true
+eval_steps:
+- 30000
+far_plane: 100.0
+global_scale: 1.0
+init_extent: 3.0
+init_num_pts: 100000
+init_opa: 0.5
+init_scale: 1.0
+init_type: sfm
+lpips_net: alex
+max_steps: 30000
+near_plane: 0.01
+opacity_reg: 0.0
+packed: false
+patch_size: null
+port: 8097
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+pose_opt: false
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+pose_opt_reg: 1.0e-06
+prune_by_bbox: true
+random_bkgd: false
+render_traj: false
+reset_every: 3000
+result_dir: /ssdstore/yli7/output/scannet_gs/scans/scene0245_00
+save_steps:
+- 30000
+scale_reg: 0.02
+sh_degree: 3
+sh_degree_interval: 1000
+sparse_grad: false
+ssim_lambda: 0.2
+steps_scaler: 1.0
+strategy: !!python/object:gsplat.strategy.mcmc.MCMCStrategy
+  cap_max: 1500000
+  init_bbox_max:
+  - 8.66128910057769
+  - 9.690950788820361
+  - 2.7569437787386484
+  init_bbox_min:
+  - -2.2224521296279667
+  - -1.0889992036327243
+  - -0.4896398151027107
+  min_opacity: 0.005
+  noise_lr: 500000.0
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+  refine_every: 100
+  refine_start_iter: 500
+  refine_stop_iter: 25000
+  reset_every: 3000
+  verbose: true
+tb_every: 100
+tb_save_image: false
+test_every: 8
+use_wandb: true
+white_bkgd: false

ScanNet_3dgs/scene0245_00/stats/val_step30000.json

@@ -0,0 +1 @@
+{"psnr": 26.1206111907959, "ssim": 0.8748530149459839, "lpips": 0.22248303890228271, "ellipse_time": 0.009228144673740163, "num_GS": 1500000, "depth_loss": 0.11847877502441406}

ScanNet_3dgs/scene0261_01/cfg.yml

@@ -0,0 +1,72 @@
+antialiased: true
+app_embed_dim: 16
+app_opt: false
+app_opt_lr: 0.001
+app_opt_reg: 1.0e-06
+batch_size: 1
+ckpt: null
+compression: null
+data_dir: /ssdstore/yli7/datasets/scannet/scans/scene0261_01/
+data_factor: 1
+dataset_name: scannet
+depth_lambda: 1.0
+depth_loss: true
+disable_growing: false
+disable_pruning: false
+disable_viewer: true
+eval_steps:
+- 30000
+far_plane: 100.0
+global_scale: 1.0
+init_extent: 3.0
+init_num_pts: 100000
+init_opa: 0.5
+init_scale: 1.0
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+lpips_net: alex
+max_steps: 30000
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+opacity_reg: 0.0
+packed: false
+patch_size: null
+port: 8097
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+pose_opt_lr: 1.0e-05
+pose_opt_reg: 1.0e-06
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+random_bkgd: false
+render_traj: false
+reset_every: 3000
+result_dir: /ssdstore/yli7/output/scannet_gs/scans/scene0261_01
+save_steps:
+- 30000
+scale_reg: 0.02
+sh_degree: 3
+sh_degree_interval: 1000
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+ssim_lambda: 0.2
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+strategy: !!python/object:gsplat.strategy.mcmc.MCMCStrategy
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+  - 5.751575233520529
+  - 5.609298587495555
+  - 4.562614421811188
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+  - -0.34431852801068075
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+  - -1.7520599854654755
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+  noise_lr: 500000.0
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+  refine_start_iter: 500
+  refine_stop_iter: 25000
+  reset_every: 3000
+  verbose: true
+tb_every: 100
+tb_save_image: false
+test_every: 8
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+white_bkgd: false

ScanNet_3dgs/scene0261_01/stats/val_step30000.json

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+{"psnr": 28.81316566467285, "ssim": 0.8705642819404602, "lpips": 0.23540098965168, "ellipse_time": 0.007654203247914116, "num_GS": 1500000, "depth_loss": 0.018142854794859886}

ScanNet_3dgs/scene0261_03/ckpts/point_cloud_30000.ply

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+size 372001532

ScanNet_3dgs/scene0269_00/ckpts/point_cloud_30000.ply

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+size 371991116

ScanNet_3dgs/scene0270_01/ckpts/point_cloud_30000.ply

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+oid sha256:a46c869afd138680e5b383da76379ceaef33107a693da4625482ebcbfd8429f4
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ScanNet_3dgs/scene0291_00/cfg.yml

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+antialiased: true
+app_embed_dim: 16
+app_opt: false
+app_opt_lr: 0.001
+app_opt_reg: 1.0e-06
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+ckpt: null
+compression: null
+data_dir: /ssdstore/yli7/datasets/scannet/scans/scene0291_00/
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+dataset_name: scannet
+depth_lambda: 1.0
+depth_loss: true
+disable_growing: false
+disable_pruning: false
+disable_viewer: true
+eval_steps:
+- 30000
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+global_scale: 1.0
+init_extent: 3.0
+init_num_pts: 100000
+init_opa: 0.5
+init_scale: 1.0
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+lpips_net: alex
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+reset_every: 3000
+result_dir: /ssdstore/yli7/output/scannet_gs/scans/scene0291_00
+save_steps:
+- 30000
+scale_reg: 0.02
+sh_degree: 3
+sh_degree_interval: 1000
+sparse_grad: false
+ssim_lambda: 0.2
+steps_scaler: 1.0
+strategy: !!python/object:gsplat.strategy.mcmc.MCMCStrategy
+  cap_max: 1500000
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+  - 6.173665641468554
+  - 8.169242706551174
+  - 2.2603803751125398
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+  - 0.031648843574194715
+  - -0.6547593255869986
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+  refine_every: 100
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