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ScanNet_3dgs/scene0000_00/cfg.yml

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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:
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+reset_every: 3000
+result_dir: /ssdstore/yli7/output/scannet_gs/scans/scene0000_00
+save_steps:
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+strategy: !!python/object:gsplat.strategy.mcmc.MCMCStrategy
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+  refine_stop_iter: 25000
+  reset_every: 3000
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ScanNet_3dgs/scene0000_00/stats/val_step30000.json

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ScanNet_3dgs/scene0018_00/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0025_02/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0031_02/cfg.yml

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ScanNet_3dgs/scene0031_02/stats/val_step30000.json

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ScanNet_3dgs/scene0038_02/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0042_00/cfg.yml

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ScanNet_3dgs/scene0042_00/stats/val_step30000.json

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ScanNet_3dgs/scene0044_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0121_01/ckpts/point_cloud_30000.ply

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ScanNet_3dgs/scene0133_00/cfg.yml

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ScanNet_3dgs/scene0133_00/stats/val_step30000.json

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ScanNet_3dgs/scene0136_01/cfg.yml

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ScanNet_3dgs/scene0136_01/stats/val_step30000.json

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ScanNet_3dgs/scene0146_02/cfg.yml

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ScanNet_3dgs/scene0182_02/cfg.yml

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ScanNet_3dgs/scene0182_02/stats/val_step30000.json

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ScanNet_3dgs/scene0192_01/cfg.yml

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ScanNet_3dgs/scene0204_00/cfg.yml

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ScanNet_3dgs/scene0204_00/stats/val_step30000.json

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ScanNet_3dgs/scene0204_01/cfg.yml

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ScanNet_3dgs/scene0204_01/stats/val_step30000.json

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ScanNet_3dgs/scene0212_01/cfg.yml

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ScanNet_3dgs/scene0212_01/stats/val_step30000.json

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ScanNet_3dgs/scene0214_00/cfg.yml

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ScanNet_3dgs/scene0214_00/stats/val_step30000.json

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ScanNet_3dgs/scene0259_00/cfg.yml

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ScanNet_3dgs/scene0259_00/stats/val_step30000.json

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+{"psnr": 28.650100708007812, "ssim": 0.9036155343055725, "lpips": 0.24142327904701233, "ellipse_time": 0.009260711281798607, "num_GS": 1500000, "depth_loss": 0.01791970059275627}

ScanNet_3dgs/scene0268_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/scene0268_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
+pose_noise: 0.0
+pose_opt: false
+pose_opt_lr: 1.0e-05
+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/scene0268_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:
+  - 3.698408063669447
+  - 6.38142945328004
+  - 3.1638346204080796
+  init_bbox_min:
+  - -0.5999140738614247
+  - 0.8814831486306716
+  - -1.5739485134715527
+  min_opacity: 0.005
+  noise_lr: 500000.0
+  prune_by_bbox: true
+  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/scene0268_00/stats/val_step30000.json

@@ -0,0 +1 @@
+{"psnr": 35.16445541381836, "ssim": 0.9538910388946533, "lpips": 0.1350359469652176, "ellipse_time": 0.008410419491555193, "num_GS": 1500000, "depth_loss": 0.00908875185996294}

ScanNet_3dgs/scene0279_02/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/scene0279_02/
+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
+pose_noise: 0.0
+pose_opt: false
+pose_opt_lr: 1.0e-05
+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/scene0279_02
+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:
+  - 7.67817791638167
+  - 8.655857722699642
+  - 3.6659439938389333
+  init_bbox_min:
+  - -0.7676970869291374
+  - -0.9227784943080026
+  - -1.455959235954393
+  min_opacity: 0.005
+  noise_lr: 500000.0
+  prune_by_bbox: true
+  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/scene0286_00/ckpts/point_cloud_30000.ply

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:badb7b3b29447c5e719bd2e1c64b3927ec19b33ffdeef134c7545b9881b927d6
+size 372001284