UniqAI/gaussian-splatting
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bkerbl 2023-07-14 21:34:59 +02:00
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@ -130,6 +130,20 @@ python train.py -s <path to COLMAP or NeRF Synthetic dataset>
Flag to make pipeline compute forward and backward of the 3D covariance with PyTorch instead of ours.
#### --iterations
Number of total iterations to train for, ```30_000``` by default.
#### --ip
IP to start GUI server on, ```127.0.0.1``` by default.
#### --port
Port to use for GUI server, ```6009``` by default.
#### --test_iterations
Space-separated iterations at which the training script computes L1 and PSNR over test set, ```7000 30000``` by default.
#### --save_iterations
Space-separated iterations at which the training script saves the Gaussian model, ```7000 30000 <iterations>``` by default.
#### --checkpoint_iterations
Space-separated iterations at which to store a checkpoint for continuing later, saved in the model directory.
#### --start_checkpoint
Path to a saved checkpoint to continue training from.
#### --quiet
Flag to omit any text written to standard out pipe.
#### --feature_lr
Spherical harmonics features learning rate, ```0.0025``` by default.
#### --opacity_lr
@ -160,16 +174,6 @@ python train.py -s <path to COLMAP or NeRF Synthetic dataset>
Influence of SSIM on total loss from 0 to 1, ```0.2``` by default.
#### --percent_dense
Percentage of scene extent (0--1) a point must exceed to be forcibly densified, ```0.1``` by default.
#### --ip
IP to start GUI server on, ```127.0.0.1``` by default.
#### --port
Port to use for GUI server, ```6009``` by default.
#### --test_iterations
Space-separated iterations at which the training script computes L1 and PSNR over test set, ```7000 30000``` by default.
#### --save_iterations
Space-separated iterations at which the training script saves the Gaussian model, ```7000 30000 <iterations>``` by default.
#### --quiet
Flag to omit any text written to standard out pipe.
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