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| ### | |
| # Copyright (C) 2023, Computer Vision Lab, Seoul National University, https://cv.snu.ac.kr | |
| # For permission requests, please contact [email protected], [email protected], [email protected], [email protected]. | |
| # All rights reserved. | |
| ### | |
| import os | |
| import random | |
| from arguments import GSParams | |
| from utils.system import searchForMaxIteration | |
| from scene.dataset_readers import readDataInfo | |
| from scene.gaussian_model import GaussianModel | |
| class Scene: | |
| gaussians: GaussianModel | |
| def __init__(self, traindata, gaussians: GaussianModel, opt: GSParams): | |
| self.traindata = traindata | |
| self.gaussians = gaussians | |
| info = readDataInfo(traindata, opt.white_background) | |
| random.shuffle(info.train_cameras) # Multi-res consistent random shuffling | |
| self.cameras_extent = info.nerf_normalization["radius"] | |
| print("Loading Training Cameras") | |
| self.train_cameras = info.train_cameras | |
| print("Loading Preset Cameras") | |
| self.preset_cameras = {} | |
| for campath in info.preset_cameras.keys(): | |
| self.preset_cameras[campath] = info.preset_cameras[campath] | |
| self.gaussians.create_from_pcd(info.point_cloud, self.cameras_extent) | |
| self.gaussians.training_setup(opt) | |
| def getTrainCameras(self): | |
| return self.train_cameras | |
| def getPresetCameras(self, preset): | |
| assert preset in self.preset_cameras | |
| return self.preset_cameras[preset] |