Hugging Face's logo

jkulhanek
/
nerfbaselines

arxiv:2406.17345
Model card Files Community
nerfbaselines
File size: 5,404 Bytes 
2ce14fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
 
{
  "render_datetime": "2024-06-25T08:53:40",
  "render_version": "develop",
  "render_dataset_metadata": {
    "name": "tanksandtemples",
    "color_space": "srgb",
    "evaluation_protocol": "default",
    "viewer_transform": [
      [
        0.145869,
        -0.0013,
        0.001669,
        0.014337
      ],
      [
        -0.0013,
        0.035689,
        0.141445,
        0.043444
      ],
      [
        -0.001669,
        -0.141445,
        0.035674,
        -0.001593
      ]
    ],
    "viewer_initial_pose": [
      [
        0.808818,
        0.049802,
        0.585946,
        -0.263633
      ],
      [
        -0.587838,
        0.041126,
        0.807933,
        -0.633497
      ],
      [
        0.016139,
        -0.997912,
        0.062539,
        0.019738
      ]
    ],
    "scene": "temple",
    "downscale_factor": 2,
    "expected_scene_scale": 5.881043,
    "type": null
  },
  "nb_info": {
    "method": "gaussian-splatting",
    "nb_version": "develop",
    "num_iterations": 30000,
    "total_train_time": 1034.70129,
    "resources_utilization": {
      "memory": 4486,
      "gpu_name": "NVIDIA A100-SXM4-40GB",
      "gpu_memory": 8558
    },
    "datetime": "2024-06-25T08:53:26",
    "config_overrides": {},
    "dataset_metadata": {
      "name": "tanksandtemples",
      "color_space": "srgb",
      "evaluation_protocol": "default",
      "viewer_transform": [
        [
          0.145869,
          -0.0013,
          0.001669,
          0.014337
        ],
        [
          -0.0013,
          0.035689,
          0.141445,
          0.043444
        ],
        [
          -0.001669,
          -0.141445,
          0.035674,
          -0.001593
        ]
      ],
      "viewer_initial_pose": [
        [
          0.808818,
          0.049802,
          0.585946,
          -0.263633
        ],
        [
          -0.587838,
          0.041126,
          0.807933,
          -0.633497
        ],
        [
          0.016139,
          -0.997912,
          0.062539,
          0.019738
        ]
      ],
      "scene": "temple",
      "downscale_factor": 2,
      "expected_scene_scale": 5.881043,
      "type": null
    },
    "evaluation_protocol": "default",
    "hparams": {
      "sh_degree": 3,
      "white_background": false,
      "scale_coords": null,
      "iterations": 30000,
      "position_lr_init": 0.00016,
      "position_lr_final": 1.6e-06,
      "position_lr_delay_mult": 0.01,
      "position_lr_max_steps": 30000,
      "feature_lr": 0.0025,
      "opacity_lr": 0.05,
      "scaling_lr": 0.005,
      "rotation_lr": 0.001,
      "percent_dense": 0.01,
      "lambda_dssim": 0.2,
      "densification_interval": 100,
      "opacity_reset_interval": 3000,
      "densify_from_iter": 500,
      "densify_until_iter": 15000,
      "densify_grad_threshold": 0.0002,
      "random_background": false,
      "convert_SHs_python": false,
      "compute_cov3D_python": false,
      "debug": false
    },
    "checkpoint_sha256": "8b9f7bd193c3c8d3cf07b929a7a953bfce43df949ce0568b57a0b4b3c7367e32"
  },
  "evaluate_datetime": "2024-06-25T08:54:26",
  "evaluate_version": "develop",
  "metrics": {
    "psnr": 22.78564,
    "ssim": 0.81056,
    "mae": 0.052,
    "mse": 0.00654,
    "lpips": 0.17695
  },
  "metrics_raw": {
    "psnr": "BPSoQQAvi0F4oJ9BjMrAQfd70UHuNOFBKDzQQY+X3EF3fqVB6l6aQYLMt0H6R8BBTpGlQajzzEFEaetBpVC+QdqWqUFkkcdBOB3WQbjmx0GBONFBlOCzQZL0x0GUwM5Blo+2QZtrk0FkUbBBiYexQaDNuEHosspBi5bOQfOXsEFOIKVBgjyjQW3dvkFH+MNBlMixQWDGtUHrz51Bln2iQWFrsEFeBLBBrkfIQfUDokHYeJVBCoqeQTjYjkEYW7NBog6tQbP7ukGVrnFB6ejRQTPCpUF7FMFBqlqcQaAfs0FqxcZBUU/MQTfOvEGhD51BmKKsQdovxEHIBthBCZadQQ==",
    "ssim": "Z/w7Pxp8MD+8QTs/dlVRP2T3XD9hiGc/ippgP3vHZD8iB1E/OhJQP+ejST8+fVk/HEZBPySoYz8K6Gs/QHJdP/RyWT8GumY/4+xgP8ncXD9eFF4/nYJXP40sXT/n8V4/zKxNPz8WST+7WEg/lt1VP6zzVj8e814/X/pcPyuhXj8a6Dk/rfxLP48wTz/1c1c/LmJAPxCBRT9RazE/Cps+P0rqOj9v+UM/8tlPP8ClNz+1Qyw/S7Q6PxxOKT94SkU/8E1GP038XT/xZjM/8bRhP7FpRT9tEU8/xzI3P3z7Vz/XYVo/piRhP8TLUz++lUc/KpxZP9V7YD8rAWY/DzZCPw==",
    "mae": "fRxpPYismD0d8Gk9O+AlPRqoCz0XfNU8lfjzPN4Q6DwIxXU9zO2oPYDKNj2IuCo9WcmVPaUZHD0WN748Pe1QPakGlj2u7Ss9ZIn/PG16Iz1hkBE9appTPcvjJT0FExY9wplFPfydwD2vP1c97WhnPUmCRD1X6B09WAIQPQAXXj1GZIU9/fyVPR+BJj3xPxI9YvVWPd9UNj1NoYk9yQFYPVpiSD3hd1M9AXcPPdDvhT1RJZI9KpR7Pb9coz1dtDs9DOlCPcreOT0vNxg+hqH7PKVrgT1axxs9RKOOPZp1Yj0ehgw9POIJPeP3Jj2S1pk9mEFsPUyJNz0Jvvw87SenPQ==",
    "mse": "3j39O+sjlTz0myU8gQd/Ow+8HTvHpMg6ZoIjOwkl5Tpl4As8Q6hAPLkupTt/ZoE7opQLPNy2MzsulJU6MO+IO76l+Dsc1lE7Lg4KOz3VTzuA7x47jOu4O3GCTzttoyo7qiyrO+BSazxj3sw7H9nFO9J5oDsAwT87XHIrO/4/yzt9XQ08hEQVPLLIhjuKu2g7GmjEO0YXrzsnfS48moEYPGVFzDuPps47XZRNOyubGjxd1F08HuAqPIY5hjxft7s7BAfhO1a3ljvL2/w8edAbO73QCjwK63w7l/c1PL75vDtJtFY71RA3O8cDjztfTTI8BMfjO2dIZzttqQI7yqAvPA==",
    "lpips": "PL2HPko+hT6Q1F8+ZfIgPh/3+T1SWPo9idW9PcO3vT1JTyk++Q1HPlexgT5lmzs+mt9BPjTuwD33TpA9XDPOPeJe2D0zNMI94jPpPQ1tyT0chgM+swozPjQtyj2CKPM9t881PjUYOD4cpkk+j+ZnPiDrFT5J+qE9wozHPeckMD4vOH8+js5VPoyZQT6DBg8+kq83PnTGaz7DO2w+k852PjyDgj5IXFY+TiWDPmzaqj586Hg+2UJrPgiWfD7Psjk+ydtlPkIxHT6NmYU+fJ0sPq3cYz6s3Fw+TBeFPnPDQD5rK00+IqQkPqDSQz6ivEU+KpCyPTHqzT12kto9BEQ1Pg=="
  },
  "metrics_sha256": "a4fcb917e2c46f49ca269627aaec6517c9dab5a67e4390da09029fd2bc1217b9",
  "predictions_sha256": "4d48e606e15336c5512d358c3079716bcc53a892d43bb874c098a372cd2200f7",
  "ground_truth_sha256": "0f765a63b07ed0857386847648f049cfe4bb1078863596782e56d857048b57c5",
  "evaluation_protocol": "default"
}