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Functions165 in github.com/autonomousvision/mip-splatting

⨍ Functions 165◇ Types & classes 28
↓ 13 callersFunctionread_next_bytes
Read and unpack the next bytes from a binary file. :param fid: :param num_bytes: Sum of combination of {2, 4, 8}, e.g. 2, 6, 16, 30, etc.
scene/colmap_loader.py:72
↓ 8 callersMethodwrite
(self, x)
utils/general_utils.py:118
↓ 7 callersMethodextract
(self, args)
arguments/__init__.py:40
↓ 7 callersFunctionfocal2fov
(focal, pixels)
utils/graphics_utils.py:76
↓ 5 callersMethodgetTrainCameras
(self, scale=1.0)
scene/__init__.py:92
↓ 5 callersMethodsave
(self, iteration)
scene/__init__.py:88
↓ 4 callersFunctionSH2RGB
(sh)
utils/sh_utils.py:117
↓ 4 callersMethod__init__
(self)
lpipsPyTorch/modules/networks.py:89
↓ 3 callersMethod__init__
(self, parser: ArgumentParser, name : str, fill_none = False)
arguments/__init__.py:20
↓ 3 callersMethodcompute_3D_filter
(self, cameras)
scene/gaussian_model.py:143
↓ 3 callersFunctionfetchPly
(path)
scene/dataset_readers.py:109
↓ 3 callersFunctionfov2focal
(fov, pixels)
utils/graphics_utils.py:73
↓ 3 callersFunctiongetNerfppNorm
(cam_info)
scene/dataset_readers.py:46
↓ 3 callersMethodgetTestCameras
(self, scale=1.0)
scene/__init__.py:95
↓ 3 callersFunctioninverse_sigmoid
(x)
utils/general_utils.py:18
↓ 3 callersFunctionrender
Render the scene. Background tensor (bg_color) must be on GPU!
gaussian_renderer/__init__.py:18
↓ 3 callersFunctionsafe_state
(silent)
utils/general_utils.py:112
↓ 3 callersMethodset_requires_grad
(self, state: bool)
lpipsPyTorch/modules/networks.py:46
↓ 3 callersFunctionstorePly
(path, xyz, rgb)
scene/dataset_readers.py:117
↓ 2 callersFunctionbuild_rotation
(r)
utils/general_utils.py:78
↓ 2 callersFunctioncameraList_from_camInfos
(cam_infos, resolution_scale, args)
utils/camera_utils.py:54
↓ 2 callersMethodconstruct_list_of_attributes
(self, exclude_filter=False)
scene/gaussian_model.py:252
↓ 2 callersFunctioncpu_deep_copy_tuple
(input_tuple)
submodules/diff-gaussian-rasterization/diff_gaussian_rasterization/__init__.py:17
↓ 2 callersMethoddensification_postfix
(self, new_xyz, new_features_dc, new_features_rest, new_opacities, new_scaling, new_rotation)
scene/gaussian_model.py:448
↓ 2 callersFunctiongetWorld2View2
(R, t, translate=np.array([.0, .0, .0]), scale=1.0)
utils/graphics_utils.py:38
↓ 2 callersFunctionget_combined_args
(parser : ArgumentParser)
arguments/__init__.py:97
↓ 2 callersFunctionl1_loss
(network_output, gt)
utils/loss_utils.py:17
↓ 2 callersMethodload_ply
(self, path)
scene/gaussian_model.py:330
↓ 2 callersFunctionmkdir_p
(folder_path)
utils/system_utils.py:16
↓ 2 callersMethodprune_points
(self, mask)
scene/gaussian_model.py:409
↓ 2 callersFunctionpsnr
(img1, img2)
utils/image_utils.py:17
↓ 2 callersFunctionqvec2rotmat
(qvec)
scene/colmap_loader.py:43
↓ 2 callersFunctionreadCamerasFromTransforms
(path, transformsfile, white_background, extension=".png")
scene/dataset_readers.py:181
↓ 2 callersFunctionreadMultiScale
(path, white_background,split, only_highres=False)
scene/dataset_readers.py:259
↓ 2 callersFunctionrender_set
(model_path, name, iteration, views, gaussians, pipeline, background, kernel_size, scale_factor)
render.py:24
↓ 2 callersFunctionssim
(img1, img2, window_size=11, size_average=True)
utils/loss_utils.py:33
↓ 2 callersMethodtraining_setup
(self, training_args)
scene/gaussian_model.py:222
↓ 1 callersFunctionPILtoTorch
(pil_image, resolution)
utils/general_utils.py:21
↓ 1 callersFunctionRGB2SH
(rgb)
utils/sh_utils.py:114
↓ 1 callersMethod_prune_optimizer
(self, mask)
scene/gaussian_model.py:391
↓ 1 callersFunction_ssim
(img1, img2, window, window_size, channel, size_average=True)
utils/loss_utils.py:43
↓ 1 callersMethodadd_densification_stats
(self, viewspace_point_tensor, update_filter)
scene/gaussian_model.py:542
↓ 1 callersMethodbackward
(ctx, grad_out_color, _)
submodules/diff-gaussian-rasterization/diff_gaussian_rasterization/__init__.py:103
↓ 1 callersFunctionbuild_scaling_rotation
(s, r)
utils/general_utils.py:101
↓ 1 callersFunctioncamera_to_JSON
(id, camera : Camera)
utils/camera_utils.py:62
↓ 1 callersMethodcapture
(self)
scene/gaussian_model.py:61
↓ 1 callersMethodcat_tensors_to_optimizer
(self, tensors_dict)
scene/gaussian_model.py:426
↓ 1 callersFunctionconvert_to_nerfdata
Convert Blender data to multiscale.
convert_blender_data.py:41
↓ 1 callersMethodcreate_from_pcd
(self, pcd : BasicPointCloud, spatial_lr_scale : float)
scene/gaussian_model.py:197
↓ 1 callersFunctioncreate_offset_gt
(image, offset)
train.py:36
↓ 1 callersFunctioncreate_window
(window_size, channel)
utils/loss_utils.py:27
↓ 1 callersMethoddensify_and_clone
(self, grads, grad_threshold, grads_abs, grad_abs_threshold, scene_extent)
scene/gaussian_model.py:500
↓ 1 callersMethoddensify_and_prune
(self, max_grad, min_opacity, extent, max_screen_size)
scene/gaussian_model.py:517
↓ 1 callersMethoddensify_and_split
(self, grads, grad_threshold, grads_abs, grad_abs_threshold, scene_extent, N=2)
scene/gaussian_model.py:471
↓ 1 callersFunctiondispatch_jobs
(jobs, executor)
scripts/run_nerf_synthetic_mtmt.py:44
↓ 1 callersFunctiondispatch_jobs
(jobs, executor)
scripts/run_mipnerf360_stmt.py:41
↓ 1 callersFunctiondispatch_jobs
(jobs, executor)
scripts/run_nerf_synthetic_stmt.py:44
↓ 1 callersFunctiondispatch_jobs
(jobs, executor)
scripts/run_mipnerf360.py:44
↓ 1 callersFunctiondown2
box downsampling
convert_blender_data.py:35
↓ 1 callersFunctioneval_sh
Evaluate spherical harmonics at unit directions using hardcoded SH polynomials. Works with torch/np/jnp. ... Can be 0 or more batch d
utils/sh_utils.py:57
↓ 1 callersFunctionevaluate
(model_paths, scale)
metrics.py:38
↓ 1 callersMethodflush
(self)
utils/general_utils.py:125
↓ 1 callersFunctiongaussian
(window_size, sigma)
utils/loss_utils.py:23
↓ 1 callersFunctiongetProjectionMatrix
(znear, zfar, fovX, fovY)
utils/graphics_utils.py:51
↓ 1 callersFunctionget_center_and_diag
(cam_centers)
scene/dataset_readers.py:47
↓ 1 callersMethodget_covariance
(self, scaling_modifier = 1)
scene/gaussian_model.py:139
↓ 1 callersFunctionget_expon_lr_func
Copied from Plenoxels Continuous learning rate decay function. Adapted from JaxNeRF The returned rate is lr_init when step=0 and lr_fina
utils/general_utils.py:29
↓ 1 callersFunctionget_network
(net_type: str)
lpipsPyTorch/modules/networks.py:12
↓ 1 callersFunctionget_state_dict
(net_type: str = 'alex', version: str = '0.1')
lpipsPyTorch/modules/utils.py:11
↓ 1 callersFunctionloadCam
(args, id, cam_info, resolution_scale)
utils/camera_utils.py:19
↓ 1 callersFunctionload_renderings
Load images and metadata from disk.
convert_blender_data.py:11
↓ 1 callersFunctionmain
()
convert_blender_data.py:121
↓ 1 callersFunctionnormalize_activation
(x, eps=1e-10)
lpipsPyTorch/modules/utils.py:6
↓ 1 callersMethodoneupSHdegree
(self)
scene/gaussian_model.py:193
↓ 1 callersFunctionprepare_output_and_logger
(args)
train.py:183
↓ 1 callersFunctionrasterize_gaussians
( means3D, means2D, sh, colors_precomp, opacities, scales, rotations, cov3Ds_p
submodules/diff-gaussian-rasterization/diff_gaussian_rasterization/__init__.py:21
↓ 1 callersFunctionread
()
gaussian_renderer/network_gui.py:43
↓ 1 callersFunctionreadColmapCameras
(cam_extrinsics, cam_intrinsics, images_folder)
scene/dataset_readers.py:69
↓ 1 callersFunctionreadImages
(renders_dir, gt_dir)
metrics.py:25
↓ 1 callersFunctionread_extrinsics_binary
see: src/base/reconstruction.cc void Reconstruction::ReadImagesBinary(const std::string& path) void Reconstruction::WriteImagesBi
scene/colmap_loader.py:180
↓ 1 callersFunctionread_extrinsics_text
Taken from https://github.com/colmap/colmap/blob/dev/scripts/python/read_write_model.py
scene/colmap_loader.py:244
↓ 1 callersFunctionread_intrinsics_binary
see: src/base/reconstruction.cc void Reconstruction::WriteCamerasBinary(const std::string& path) void Reconstruction::ReadCameras
scene/colmap_loader.py:215
↓ 1 callersFunctionread_intrinsics_text
Taken from https://github.com/colmap/colmap/blob/dev/scripts/python/read_write_model.py
scene/colmap_loader.py:156
↓ 1 callersFunctionread_points3D_binary
see: src/base/reconstruction.cc void Reconstruction::ReadPoints3DBinary(const std::string& path) void Reconstruction::WritePoints
scene/colmap_loader.py:125
↓ 1 callersFunctionread_points3D_text
see: src/base/reconstruction.cc void Reconstruction::ReadPoints3DText(const std::string& path) void Reconstruction::WritePoints3D
scene/colmap_loader.py:83
↓ 1 callersFunctionrender_sets
(dataset : ModelParams, iteration : int, pipeline : PipelineParams, skip_train : bool, skip_test : bool)
render.py:37
↓ 1 callersMethodreplace_tensor_to_optimizer
(self, tensor, name)
scene/gaussian_model.py:376
↓ 1 callersMethodreset_opacity
(self)
scene/gaussian_model.py:310
↓ 1 callersMethodrestore
(self, model_args, training_args)
scene/gaussian_model.py:77
↓ 1 callersMethodsave_fused_ply
(self, path)
scene/gaussian_model.py:288
↓ 1 callersMethodsave_ply
(self, path)
scene/gaussian_model.py:268
↓ 1 callersFunctionsearchForMaxIteration
(folder)
utils/system_utils.py:26
↓ 1 callersMethodsetup_functions
(self)
scene/gaussian_model.py:26
↓ 1 callersFunctionstrip_lowerdiag
(L)
utils/general_utils.py:64
↓ 1 callersFunctionstrip_symmetric
(sym)
utils/general_utils.py:75
↓ 1 callersFunctiontrain_scene
(gpu, scene, factor)
scripts/run_nerf_synthetic_mtmt.py:18
↓ 1 callersFunctiontrain_scene
(gpu, scene, factor)
scripts/run_mipnerf360_stmt.py:20
↓ 1 callersFunctiontrain_scene
(gpu, scene, factor)
scripts/run_nerf_synthetic_stmt.py:18
↓ 1 callersFunctiontrain_scene
(gpu, scene, factor)
scripts/run_mipnerf360.py:20
↓ 1 callersFunctiontraining
(dataset, opt, pipe, testing_iterations, saving_iterations, checkpoint_iterations, checkpoint, debug_from)
train.py:50
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